From eb874226ef7004f7955b44ec08c9221cc62569bb Mon Sep 17 00:00:00 2001
From: Roger Stark <rho.ajax@gmail.com>
Date: Sun, 28 Jul 2024 22:48:42 +0200
Subject: [PATCH] update compiled documentation

---
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diff --git a/docs/odoc.support/odoc.css b/docs/odoc.support/odoc.css
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diff --git a/docs/owl-base/Owl_algodiff_check/Make/Forward/index.html b/docs/owl-base/Owl_algodiff_check/Make/Forward/index.html
index 91b783f71..717aba499 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/Forward/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/Forward/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Forward (owl-base.Owl_algodiff_check.Make.Forward)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Forward</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Forward</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-check"><a href="#val-check" class="anchor"></a><code><span><span class="keyword">val</span> check : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Forward (owl-base.Owl_algodiff_check.Make.Forward)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Forward</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Forward</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-check"><a href="#val-check" class="anchor"></a><code><span><span class="keyword">val</span> check : 
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   <span><span class="label">f</span>:<span>(<span><a href="../argument-1-AD/index.html#type-t">AD.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-AD/index.html#type-t">AD.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">directions</span>:<span><a href="../argument-1-AD/index.html#type-t">AD.t</a> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/Reverse/index.html b/docs/owl-base/Owl_algodiff_check/Make/Reverse/index.html
index a6b73deac..f9e51f195 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/Reverse/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/Reverse/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reverse (owl-base.Owl_algodiff_check.Make.Reverse)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Reverse</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Reverse</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-check"><a href="#val-check" class="anchor"></a><code><span><span class="keyword">val</span> check : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reverse (owl-base.Owl_algodiff_check.Make.Reverse)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Reverse</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Reverse</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-check"><a href="#val-check" class="anchor"></a><code><span><span class="keyword">val</span> check : 
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   <span><span class="label">order</span>:<span>[ `second <span>| `fourth</span> <span>| `eighth</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?verbose</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Linalg/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Linalg/index.html
index f52d00826..16e88dcff 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_check.Make.AD.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_check.Make.AD.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Mat/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Mat/index.html
index b29d5422e..b6ca942d9 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_check.Make.AD.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_check.Make.AD.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Scalar/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Scalar/index.html
index dacc7beb8..0f4ff3910 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_check.Make.AD.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_check.Make.AD.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/index.html
index 1b3c04ae4..19c05b3b9 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_check.Make.AD.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>AD.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_check.Make.AD.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>AD.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Arr/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Arr/index.html
index 417d8b5ab..9618632b0 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Arr/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_algodiff_check.Make.AD.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>AD.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_algodiff_check.Make.AD.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>AD.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/index.html
index f62314df9..5dde12c28 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_algodiff_check.Make.AD.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>AD.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_algodiff_check.Make.AD.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>AD.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Aiso/index.html
index a35afb77e..6b2f47174 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_check.Make.AD.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_check.Make.AD.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Piso/index.html
index 884b39cf4..2c94a3edd 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_check.Make.AD.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_check.Make.AD.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Siao/index.html
index f1914e6f0..2a76d7fa7 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_check.Make.AD.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_check.Make.AD.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Sipo/index.html
index 868bbad1e..5483c4909 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_check.Make.AD.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_check.Make.AD.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Siso/index.html
index 4ea89d6f0..17da09c81 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_check.Make.AD.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_check.Make.AD.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Sito/index.html
index 883851ff7..91d49d26f 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_check.Make.AD.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_check.Make.AD.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">AD</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Linalg/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Linalg/index.html
index 8011fbee8..8eb785d8e 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_check.Make.AD.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>AD.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_check.Make.AD.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>AD.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Mat/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Mat/index.html
index 16643be86..4099ccd0c 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_check.Make.AD.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>AD.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_check.Make.AD.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>AD.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Maths/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Maths/index.html
index 097f54a4f..c7926b6d2 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Maths/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_algodiff_check.Make.AD.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>AD.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_algodiff_check.Make.AD.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>AD.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/NN/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/NN/index.html
index e40d1b1d1..64f09effc 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/NN/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_algodiff_check.Make.AD.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>AD.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_algodiff_check.Make.AD.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">AD</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>AD.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/index.html b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/index.html
index e94f9bbcd..ef19fbcc3 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/argument-1-AD/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AD (owl-base.Owl_algodiff_check.Make.AD)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; AD</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.AD</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AD (owl-base.Owl_algodiff_check.Make.AD)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_check</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; AD</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.AD</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span>
diff --git a/docs/owl-base/Owl_algodiff_check/Make/index.html b/docs/owl-base/Owl_algodiff_check/Make/index.html
index 9b46d38c9..38e55b9f4 100644
--- a/docs/owl-base/Owl_algodiff_check/Make/index.html
+++ b/docs/owl-base/Owl_algodiff_check/Make/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_check.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_check</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_check.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-AD"><a href="#argument-1-AD" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-AD/index.html">AD</a></span><span> : <a href="../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-generate_test_samples"><a href="#val-generate_test_samples" class="anchor"></a><code><span><span class="keyword">val</span> generate_test_samples : <span><span>(int * int)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-AD/index.html#type-t">AD.t</a> array</span> * <span><a href="argument-1-AD/index.html#type-t">AD.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reverse"><a href="#module-Reverse" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reverse/index.html">Reverse</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Forward"><a href="#module-Forward" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Forward/index.html">Forward</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_check.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_check</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_check.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-AD"><a href="#argument-1-AD" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-AD/index.html">AD</a></span><span> : <a href="../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-generate_test_samples"><a href="#val-generate_test_samples" class="anchor"></a><code><span><span class="keyword">val</span> generate_test_samples : <span><span>(int * int)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-AD/index.html#type-t">AD.t</a> array</span> * <span><a href="argument-1-AD/index.html#type-t">AD.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reverse"><a href="#module-Reverse" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reverse/index.html">Reverse</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Forward"><a href="#module-Forward" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Forward/index.html">Forward</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_check/index.html b/docs/owl-base/Owl_algodiff_check/index.html
index 7e1f4aa0d..bf0e31449 100644
--- a/docs/owl-base/Owl_algodiff_check/index.html
+++ b/docs/owl-base/Owl_algodiff_check/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_check (owl-base.Owl_algodiff_check)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_check</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_check</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-AD/index.html">AD</a> : <a href="../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_check (owl-base.Owl_algodiff_check)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_check</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_check</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-AD/index.html">AD</a> : <a href="../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_core/Make/A/Linalg/index.html b/docs/owl-base/Owl_algodiff_core/Make/A/Linalg/index.html
index 955d29f42..b9d6ae5b2 100644
--- a/docs/owl-base/Owl_algodiff_core/Make/A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_core/Make/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_core.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_core.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_core/Make/A/Mat/index.html b/docs/owl-base/Owl_algodiff_core/Make/A/Mat/index.html
index c3fc50016..fad7b23ee 100644
--- a/docs/owl-base/Owl_algodiff_core/Make/A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_core/Make/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_core.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_core.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_core/Make/A/Scalar/index.html b/docs/owl-base/Owl_algodiff_core/Make/A/Scalar/index.html
index cc60a7ce3..874bb9aec 100644
--- a/docs/owl-base/Owl_algodiff_core/Make/A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_core/Make/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_core.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_core.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_core/Make/A/index.html b/docs/owl-base/Owl_algodiff_core/Make/A/index.html
index c804808fe..664be14a4 100644
--- a/docs/owl-base/Owl_algodiff_core/Make/A/index.html
+++ b/docs/owl-base/Owl_algodiff_core/Make/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_core.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_core.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html#type-arr">arr</a> = <a href="../argument-1-A/index.html#type-arr">A.arr</a></span>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html#type-elt">elt</a> = <a href="../argument-1-A/index.html#type-elt">A.elt</a></span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html#type-arr">arr</a> = <a href="../argument-1-A/index.html#type-arr">A.arr</a></span> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html#type-elt">elt</a> = <a href="../argument-1-A/index.html#type-elt">A.elt</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../argument-1-A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Linalg/index.html b/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Linalg/index.html
index 955d29f42..b9d6ae5b2 100644
--- a/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_core.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_core.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Mat/index.html b/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Mat/index.html
index c3fc50016..fad7b23ee 100644
--- a/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_core.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_core.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Scalar/index.html b/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Scalar/index.html
index cc60a7ce3..874bb9aec 100644
--- a/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_core.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_core.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/index.html b/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/index.html
index e5fd8d433..f73c6a5b1 100644
--- a/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/index.html
+++ b/docs/owl-base/Owl_algodiff_core/Make/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_core.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_core.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_core</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_core/Make/index.html b/docs/owl-base/Owl_algodiff_core/Make/index.html
index 99ee2ed3e..7af95d99e 100644
--- a/docs/owl-base/Owl_algodiff_core/Make/index.html
+++ b/docs/owl-base/Owl_algodiff_core/Make/index.html
@@ -1,3 +1,3 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_core.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_core</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_core.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_core.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_core</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_core.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : 
   <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html#type-arr">arr</a> = <a href="argument-1-A/index.html#type-arr">A.arr</a></span> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html#type-elt">elt</a> = <a href="argument-1-A/index.html#type-elt">A.elt</a></span></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_core/index.html b/docs/owl-base/Owl_algodiff_core/index.html
index 30105cb01..baf522795 100644
--- a/docs/owl-base/Owl_algodiff_core/index.html
+++ b/docs/owl-base/Owl_algodiff_core/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_core (owl-base.Owl_algodiff_core)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_core</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_core</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_core (owl-base.Owl_algodiff_core)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_core</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_core</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
   (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a>) : 
   <a href="../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_algodiff_core_sig/module-type-Sig/A/index.html#type-arr">A.arr</a> = <a href="Make/argument-1-A/index.html#type-arr">A.arr</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_algodiff_core_sig/module-type-Sig/A/index.html#type-elt">A.elt</a> = <a href="Make/argument-1-A/index.html#type-elt">A.elt</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_core_sig/index.html b/docs/owl-base/Owl_algodiff_core_sig/index.html
index ee93d7bcc..301871cfc 100644
--- a/docs/owl-base/Owl_algodiff_core_sig/index.html
+++ b/docs/owl-base/Owl_algodiff_core_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_core_sig (owl-base.Owl_algodiff_core_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_core_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_core_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_core_sig (owl-base.Owl_algodiff_core_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_core_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_core_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Linalg/index.html b/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Linalg/index.html
index d1d667269..77c9eba46 100644
--- a/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_core_sig.Sig.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_core_sig.Sig.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Mat/index.html b/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Mat/index.html
index 0a17ffa1c..a1fb4e2e5 100644
--- a/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_core_sig.Sig.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_core_sig.Sig.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Scalar/index.html b/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Scalar/index.html
index 8b7c83d2e..cb8730d44 100644
--- a/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_core_sig.Sig.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_core_sig.Sig.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_core_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/index.html b/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/index.html
index d2df34cc4..8b140e246 100644
--- a/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/index.html
+++ b/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_core_sig.Sig.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_core_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_core_sig.Sig.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_core_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/index.html b/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/index.html
index 564076165..831966975 100644
--- a/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_algodiff_core_sig/module-type-Sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_core_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_core_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_core_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_core_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_core_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_core_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/A/Linalg/index.html b/docs/owl-base/Owl_algodiff_generic/Make/A/Linalg/index.html
index 913ffffeb..b0905f6fb 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_generic.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_generic.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/A/Mat/index.html b/docs/owl-base/Owl_algodiff_generic/Make/A/Mat/index.html
index 608ea8097..12d48d64d 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_generic.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_generic.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/A/Scalar/index.html b/docs/owl-base/Owl_algodiff_generic/Make/A/Scalar/index.html
index 9d5d78ecc..5bd3d19a7 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_generic.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_generic.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/A/index.html b/docs/owl-base/Owl_algodiff_generic/Make/A/index.html
index bc1a7379c..2aae1cd54 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/A/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_generic.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_generic.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html#type-arr">arr</a> = <a href="../argument-1-A/index.html#type-arr">A.arr</a></span>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html#type-elt">elt</a> = <a href="../argument-1-A/index.html#type-elt">A.elt</a></span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html#type-arr">arr</a> = <a href="../argument-1-A/index.html#type-arr">A.arr</a></span> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html#type-elt">elt</a> = <a href="../argument-1-A/index.html#type-elt">A.elt</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../argument-1-A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/Arr/index.html b/docs/owl-base/Owl_algodiff_generic/Make/Arr/index.html
index 2517a858f..0c57a8a53 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/Arr/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_algodiff_generic.Make.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_algodiff_generic.Make.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/Builder/index.html b/docs/owl-base/Owl_algodiff_generic/Make/Builder/index.html
index e726825a5..2526d4c76 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/Builder/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_algodiff_generic.Make.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_algodiff_generic.Make.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Aiso/index.html
index 803647de6..497f0ef4f 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_generic.Make.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_generic.Make.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Piso/index.html
index 254558b84..7a0f299c0 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_generic.Make.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_generic.Make.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Siao/index.html
index d9b3233ae..a1678fa1a 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_generic.Make.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_generic.Make.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Sipo/index.html
index d0ede28e9..d339c2e92 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_generic.Make.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_generic.Make.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Siso/index.html
index 7900afd8e..a75c503a5 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_generic.Make.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_generic.Make.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Sito/index.html
index d3a6e868f..587cc408d 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_generic.Make.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_generic.Make.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/Linalg/index.html b/docs/owl-base/Owl_algodiff_generic/Make/Linalg/index.html
index aa31d8107..fb7128dfe 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_generic.Make.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_generic.Make.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/Mat/index.html b/docs/owl-base/Owl_algodiff_generic/Make/Mat/index.html
index c1ef47644..aba7bb0ff 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_generic.Make.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_generic.Make.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/Maths/index.html b/docs/owl-base/Owl_algodiff_generic/Make/Maths/index.html
index 57d77f439..305bd8c15 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/Maths/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_algodiff_generic.Make.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_algodiff_generic.Make.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/NN/index.html b/docs/owl-base/Owl_algodiff_generic/Make/NN/index.html
index 5172c366a..ad72a0a04 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/NN/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_algodiff_generic.Make.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Make.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_algodiff_generic.Make.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Make.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Linalg/index.html b/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Linalg/index.html
index 913ffffeb..b0905f6fb 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_generic.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_generic.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Mat/index.html b/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Mat/index.html
index 608ea8097..12d48d64d 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_generic.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_generic.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Scalar/index.html b/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Scalar/index.html
index 9d5d78ecc..5bd3d19a7 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_generic.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_generic.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/index.html b/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/index.html
index d2b87bc15..20bb33b60 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_generic.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_generic.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic/Make/index.html b/docs/owl-base/Owl_algodiff_generic/Make/index.html
index 2765a2e86..bfcb7c31d 100644
--- a/docs/owl-base/Owl_algodiff_generic/Make/index.html
+++ b/docs/owl-base/Owl_algodiff_generic/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_generic.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_generic</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_generic.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#helper-functions">Helper functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_generic.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_generic</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_generic.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#helper-functions">Helper functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_core_sig/module-type-Sig/A/index.html#type-arr">A.arr</a> = <a href="argument-1-A/index.html#type-arr">A.arr</a></span>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_core_sig/module-type-Sig/A/index.html#type-elt">A.elt</a> = <a href="argument-1-A/index.html#type-elt">A.elt</a></span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : 
   <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html#type-arr">arr</a> = <a href="argument-1-A/index.html#type-arr">A.arr</a></span> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html#type-elt">elt</a> = <a href="argument-1-A/index.html#type-elt">A.elt</a></span></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
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+++ b/docs/owl-base/Owl_algodiff_generic/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_generic (owl-base.Owl_algodiff_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_generic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_generic (owl-base.Owl_algodiff_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_generic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
   (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a>) : 
   <a href="../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_algodiff_generic_sig/module-type-Sig/A/index.html#type-arr">A.arr</a> = <a href="Make/argument-1-A/index.html#type-arr">A.arr</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_algodiff_generic_sig/module-type-Sig/A/index.html#type-elt">A.elt</a> = <a href="Make/argument-1-A/index.html#type-elt">A.elt</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/index.html b/docs/owl-base/Owl_algodiff_generic_sig/index.html
index 4ffb36326..b17d7364e 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_generic_sig (owl-base.Owl_algodiff_generic_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_generic_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_generic_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_generic_sig (owl-base.Owl_algodiff_generic_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_generic_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_generic_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Linalg/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Linalg/index.html
index fb3aacc47..9e426a10d 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_generic_sig.Sig.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_generic_sig.Sig.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Mat/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Mat/index.html
index e22367238..d21523cd4 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_generic_sig.Sig.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_generic_sig.Sig.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Scalar/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Scalar/index.html
index 6c7d04c05..9e37be488 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_generic_sig.Sig.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_generic_sig.Sig.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/index.html
index a74f2b050..9ee49fe7e 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_generic_sig.Sig.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_generic_sig.Sig.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Arr/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Arr/index.html
index 14be57302..4827ff179 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Arr/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_algodiff_generic_sig.Sig.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_algodiff_generic_sig.Sig.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/index.html
index 42a005886..bc501f2ab 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_algodiff_generic_sig.Sig.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_algodiff_generic_sig.Sig.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Aiso/index.html
index 3cced3ff3..97fa62ee1 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Piso/index.html
index 77274b99d..7c2fa8e07 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Siao/index.html
index 9170f4a22..e5af7e8a9 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Sipo/index.html
index 975ea9323..a86034e90 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Siso/index.html
index b4e55e53e..19442f604 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Sito/index.html
index ee8f074a5..634e43f91 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_generic_sig.Sig.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Linalg/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Linalg/index.html
index b12d498d0..ac9558a10 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_generic_sig.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_generic_sig.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Mat/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Mat/index.html
index f9f6502df..cadc018bf 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_generic_sig.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_generic_sig.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Maths/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Maths/index.html
index 8a1e3821d..17ea0c8c0 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Maths/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_algodiff_generic_sig.Sig.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_algodiff_generic_sig.Sig.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/NN/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/NN/index.html
index 87cff1d54..72e8849e3 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/NN/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_algodiff_generic_sig.Sig.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_algodiff_generic_sig.Sig.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/index.html b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/index.html
index 5f4531b26..e5b464def 100644
--- a/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_algodiff_generic_sig/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_generic_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_generic_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_generic_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_generic_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_generic_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_generic_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span>
diff --git a/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Linalg/index.html b/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Linalg/index.html
index 2733dbd57..e62772893 100644
--- a/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_graph_convert.Make.Core.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_graph_convert</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_graph_convert.Make.Core.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_graph_convert</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Mat/index.html b/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Mat/index.html
index 3e429a987..f8a3106ad 100644
--- a/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_graph_convert.Make.Core.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_graph_convert</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_graph_convert.Make.Core.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_graph_convert</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Scalar/index.html b/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Scalar/index.html
index 0217ddc5e..cf98658ee 100644
--- a/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_graph_convert.Make.Core.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_graph_convert</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_graph_convert.Make.Core.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_graph_convert</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/index.html b/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/index.html
index bb81c57d7..feb7a2fe4 100644
--- a/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/index.html
+++ b/docs/owl-base/Owl_algodiff_graph_convert/Make/argument-1-Core/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_graph_convert.Make.Core.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_graph_convert</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Core</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Core.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_graph_convert.Make.Core.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_graph_convert</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Core</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Core.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Core (owl-base.Owl_algodiff_graph_convert.Make.Core)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_graph_convert</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Core</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Core</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Core (owl-base.Owl_algodiff_graph_convert.Make.Core)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_graph_convert</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Core</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Core</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_graph_convert.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_graph_convert</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_graph_convert.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Core"><a href="#argument-1-Core" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Core/index.html">Core</a></span><span> : <a href="../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="argument-1-Core/index.html#type-t">Core.t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>to_trace [t0; t1; ...]</code> outputs the trace of computation graph on the terminal in a human-readable format.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="argument-1-Core/index.html#type-t">Core.t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>to_dot [t0; t1; ...]</code> outputs the trace of computation graph in the dot file format which you can use other tools further visualisation, such as Graphviz.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pp_num t</code> pretty prints the abstract number used in <code>Algodiff</code>.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_graph_convert.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_graph_convert</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_graph_convert.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Core"><a href="#argument-1-Core" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Core/index.html">Core</a></span><span> : <a href="../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="argument-1-Core/index.html#type-t">Core.t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>to_trace [t0; t1; ...]</code> outputs the trace of computation graph on the terminal in a human-readable format.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="argument-1-Core/index.html#type-t">Core.t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>to_dot [t0; t1; ...]</code> outputs the trace of computation graph in the dot file format which you can use other tools further visualisation, such as Graphviz.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pp_num t</code> pretty prints the abstract number used in <code>Algodiff</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_graph_convert/index.html b/docs/owl-base/Owl_algodiff_graph_convert/index.html
index 1a8cab266..0faebe2f9 100644
--- a/docs/owl-base/Owl_algodiff_graph_convert/index.html
+++ b/docs/owl-base/Owl_algodiff_graph_convert/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_graph_convert (owl-base.Owl_algodiff_graph_convert)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_graph_convert</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_graph_convert</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_graph_convert (owl-base.Owl_algodiff_graph_convert)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_graph_convert</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_graph_convert</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
   (<a href="Make/argument-1-Core/index.html">Core</a> : <a href="../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a>) : 
   <a href="../Owl_algodiff_graph_convert_sig/module-type-Sig/index.html">Owl_algodiff_graph_convert_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_algodiff_graph_convert_sig/module-type-Sig/index.html#type-t">t</a> := <a href="Make/argument-1-Core/index.html#type-t">Core.t</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_graph_convert_sig/index.html b/docs/owl-base/Owl_algodiff_graph_convert_sig/index.html
index d2b134736..3cedb8ebe 100644
--- a/docs/owl-base/Owl_algodiff_graph_convert_sig/index.html
+++ b/docs/owl-base/Owl_algodiff_graph_convert_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_graph_convert_sig (owl-base.Owl_algodiff_graph_convert_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_graph_convert_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_graph_convert_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_graph_convert_sig (owl-base.Owl_algodiff_graph_convert_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_graph_convert_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_graph_convert_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_graph_convert_sig/module-type-Sig/index.html b/docs/owl-base/Owl_algodiff_graph_convert_sig/module-type-Sig/index.html
index e42d1d861..ecc87a319 100644
--- a/docs/owl-base/Owl_algodiff_graph_convert_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_algodiff_graph_convert_sig/module-type-Sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_graph_convert_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_graph_convert_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_graph_convert_sig.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>to_trace [t0; t1; ...]</code> outputs the trace of computation graph on the terminal in a human-readable format.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>to_dot [t0; t1; ...]</code> outputs the trace of computation graph in the dot file format which you can use other tools further visualisation, such as Graphviz.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pp_num t</code> pretty prints the abstract number used in <code>Algodiff</code>.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_graph_convert_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_graph_convert_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_graph_convert_sig.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>to_trace [t0; t1; ...]</code> outputs the trace of computation graph on the terminal in a human-readable format.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>to_dot [t0; t1; ...]</code> outputs the trace of computation graph in the dot file format which you can use other tools further visualisation, such as Graphviz.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pp_num t</code> pretty prints the abstract number used in <code>Algodiff</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/Arr/index.html b/docs/owl-base/Owl_algodiff_ops/Make/Arr/index.html
index 04ae090e7..cb4aed27c 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/Arr/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_algodiff_ops.Make.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_algodiff_ops.Make.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/Builder/index.html b/docs/owl-base/Owl_algodiff_ops/Make/Builder/index.html
index 26c123724..f90440bbb 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/Builder/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_algodiff_ops.Make.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_algodiff_ops.Make.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Aiso/index.html
index 70615bd1a..43c882d9e 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_ops.Make.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_ops.Make.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Piso/index.html
index f90acaf80..ef7bf1544 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_ops.Make.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_ops.Make.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Siao/index.html
index 68a444b30..a231fef92 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Siao/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_ops.Make.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_ops.Make.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Sipo/index.html
index cbd53d676..9949c6997 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_ops.Make.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_ops.Make.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Siso/index.html
index 1ce3bfd46..bca5e48d4 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_ops.Make.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_ops.Make.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Sito/index.html
index f1a80566f..10af4e4df 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_ops.Make.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_ops.Make.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/Linalg/index.html b/docs/owl-base/Owl_algodiff_ops/Make/Linalg/index.html
index 9d4652b08..3587b3693 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_ops.Make.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_ops.Make.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/Mat/index.html b/docs/owl-base/Owl_algodiff_ops/Make/Mat/index.html
index c975360e9..3019b6b3c 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_ops.Make.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_ops.Make.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/Maths/index.html b/docs/owl-base/Owl_algodiff_ops/Make/Maths/index.html
index f46255df2..473a9bad4 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/Maths/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_algodiff_ops.Make.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_algodiff_ops.Make.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/NN/index.html b/docs/owl-base/Owl_algodiff_ops/Make/NN/index.html
index 17df6b796..bbd81a296 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/NN/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_algodiff_ops.Make.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Make.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_algodiff_ops.Make.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Make.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Linalg/index.html b/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Linalg/index.html
index 9609baa5a..210a5e6d1 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_ops.Make.Core.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_ops.Make.Core.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Mat/index.html b/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Mat/index.html
index 67c6f2803..95f83a2c5 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_ops.Make.Core.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_ops.Make.Core.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Scalar/index.html b/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Scalar/index.html
index b1edc9e34..b496997b6 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_ops.Make.Core.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_ops.Make.Core.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/index.html b/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/index.html
index f8b38342f..4d6309578 100644
--- a/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/Make/argument-1-Core/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_ops.Make.Core.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Core</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Core.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_ops.Make.Core.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Core</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Core.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Core (owl-base.Owl_algodiff_ops.Make.Core)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Core</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Core</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Core (owl-base.Owl_algodiff_ops.Make.Core)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Core</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Core</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_ops.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_ops</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#supported-maths-functions">Supported Maths functions</a></li><li><a href="#supported-linalg-functions">Supported Linalg functions</a></li><li><a href="#supported-neural-network-functions">Supported Neural Network functions</a></li><li><a href="#supported-mat-functions">Supported Mat functions</a></li><li><a href="#supported-arr-functions">Supported Arr functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Core"><a href="#argument-1-Core" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Core/index.html">Core</a></span><span> : <a href="../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_ops.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_ops</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#supported-maths-functions">Supported Maths functions</a></li><li><a href="#supported-linalg-functions">Supported Linalg functions</a></li><li><a href="#supported-neural-network-functions">Supported Neural Network functions</a></li><li><a href="#supported-mat-functions">Supported Mat functions</a></li><li><a href="#supported-arr-functions">Supported Arr functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Core"><a href="#argument-1-Core" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Core/index.html">Core</a></span><span> : <a href="../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : 
   <a href="../../Owl_algodiff_ops_builder_sig/module-type-Sig/index.html">Owl_algodiff_ops_builder_sig.Sig</a>
     <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_ops_builder_sig/module-type-Sig/index.html#type-t">t</a> := <a href="argument-1-Core/index.html#type-t">Core.t</a></span>
      <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_ops_builder_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="argument-1-Core/A/index.html#type-elt">Core.A.elt</a></span>
diff --git a/docs/owl-base/Owl_algodiff_ops/index.html b/docs/owl-base/Owl_algodiff_ops/index.html
index 35e0bc415..c612e1912 100644
--- a/docs/owl-base/Owl_algodiff_ops/index.html
+++ b/docs/owl-base/Owl_algodiff_ops/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_ops (owl-base.Owl_algodiff_ops)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_ops</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_ops (owl-base.Owl_algodiff_ops)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_ops</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
   (<a href="Make/argument-1-Core/index.html">Core</a> : <a href="../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a>) : 
   <a href="../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
     <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="Make/argument-1-Core/index.html#type-t">Core.t</a></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Linalg/index.html b/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Linalg/index.html
index 7f85713d9..8a43b50fd 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_ops_builder.Make.Core.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_ops_builder.Make.Core.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Mat/index.html b/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Mat/index.html
index da8efb3bf..ff6ea7a68 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_ops_builder.Make.Core.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_ops_builder.Make.Core.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Scalar/index.html b/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Scalar/index.html
index d38caaa25..af5b2ecfb 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_ops_builder.Make.Core.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_ops_builder.Make.Core.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Core</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_ops_builder.Make.Core.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Core</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Core.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_ops_builder.Make.Core.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Core</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Core.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/index.html b/docs/owl-base/Owl_algodiff_ops_builder/Make/argument-1-Core/index.html
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Core (owl-base.Owl_algodiff_ops_builder.Make.Core)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Core</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Core</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Core (owl-base.Owl_algodiff_ops_builder.Make.Core)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Core</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Core</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/Make/index.html b/docs/owl-base/Owl_algodiff_ops_builder/Make/index.html
index a12ebdac9..3d26c10fd 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder/Make/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder/Make/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_ops_builder.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_ops_builder</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops_builder.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Core"><a href="#argument-1-Core" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Core/index.html">Core</a></span><span> : <a href="../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Core/index.html#type-t">Core.t</a> * <a href="argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Core/index.html#type-t">Core.t</a> * <a href="argument-1-Core/index.html#type-t">Core.t</a> * <a href="argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_ops_builder.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_ops_builder</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops_builder.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Core"><a href="#argument-1-Core" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Core/index.html">Core</a></span><span> : <a href="../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Core/index.html#type-t">Core.t</a> * <a href="argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Core/index.html#type-t">Core.t</a> * <a href="argument-1-Core/index.html#type-t">Core.t</a> * <a href="argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Core/index.html#type-t">Core.t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Aiso/index.html b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Aiso/index.html
index b10428a49..26898eec5 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_ops_builder.Make.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_ops_builder.Make.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Piso/index.html b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Piso/index.html
index fd5f14742..b811fb35f 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_ops_builder.Make.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_ops_builder.Make.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Siao/index.html b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Siao/index.html
index 7af270f8f..3840b3a46 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Siao/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_ops_builder.Make.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_ops_builder.Make.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Sipo/index.html b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Sipo/index.html
index 948412464..de6c7172e 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_ops_builder.Make.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_ops_builder.Make.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Siso/index.html b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Siso/index.html
index 8e0839bec..079d88e6d 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_ops_builder.Make.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_ops_builder.Make.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Sito/index.html b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Sito/index.html
index d0d46661a..e88313026 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder/Make/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_ops_builder.Make.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_ops_builder.Make.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Make.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../argument-1-Core/A/index.html#type-elt">Core.A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../argument-1-Core/A/index.html#type-arr">Core.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a> * <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Core/index.html#type-t">Core.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../argument-1-Core/index.html#type-t">Core.t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder/index.html b/docs/owl-base/Owl_algodiff_ops_builder/index.html
index 527892f6c..173ecc752 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_ops_builder (owl-base.Owl_algodiff_ops_builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_ops_builder</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops_builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_ops_builder (owl-base.Owl_algodiff_ops_builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_ops_builder</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops_builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
   (<a href="Make/argument-1-Core/index.html">Core</a> : <a href="../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a>) : 
   <a href="../Owl_algodiff_ops_builder_sig/module-type-Sig/index.html">Owl_algodiff_ops_builder_sig.Sig</a>
     <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_algodiff_ops_builder_sig/module-type-Sig/index.html#type-t">t</a> := <a href="Make/argument-1-Core/index.html#type-t">Core.t</a></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder_sig/index.html b/docs/owl-base/Owl_algodiff_ops_builder_sig/index.html
index dc79e64f5..a55e1dba3 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder_sig/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_ops_builder_sig (owl-base.Owl_algodiff_ops_builder_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_ops_builder_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops_builder_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_ops_builder_sig (owl-base.Owl_algodiff_ops_builder_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_ops_builder_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops_builder_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/index.html b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/index.html
index ec719ce9f..6be345cfe 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_ops_builder_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_ops_builder_sig.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">type</span> op</span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_ops_builder_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_ops_builder_sig.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">type</span> op</span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Aiso/index.html b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Aiso/index.html
index 2c80805fe..73065a479 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_ops_builder_sig.Sig.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_ops_builder_sig.Sig.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Piso/index.html b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Piso/index.html
index c1653acca..1a21d160d 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_ops_builder_sig.Sig.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_ops_builder_sig.Sig.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Siao/index.html b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Siao/index.html
index a16887c66..da40eff2e 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_ops_builder_sig.Sig.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_ops_builder_sig.Sig.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Sipo/index.html b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Sipo/index.html
index 2383db1b2..d35f2ff13 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_ops_builder_sig.Sig.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_ops_builder_sig.Sig.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Siso/index.html b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Siso/index.html
index 234966ffe..a37d64acf 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_ops_builder_sig.Sig.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_ops_builder_sig.Sig.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Sito/index.html b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Sito/index.html
index 6edba1ba8..8f89575df 100644
--- a/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_builder_sig/module-type-Sig/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_ops_builder_sig.Sig.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_ops_builder_sig.Sig.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_builder_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Sig.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/index.html b/docs/owl-base/Owl_algodiff_ops_sig/index.html
index 572a60399..f8df539d8 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_ops_sig (owl-base.Owl_algodiff_ops_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_ops_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_ops_sig (owl-base.Owl_algodiff_ops_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_ops_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_ops_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Arr/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Arr/index.html
index 25da15b09..4fa3ca2ce 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Arr/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_algodiff_ops_sig.Sig.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_algodiff_ops_sig.Sig.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/index.html
index bcb0f6cda..1512ca287 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_algodiff_ops_sig.Sig.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_algodiff_ops_sig.Sig.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Aiso/index.html
index 9e135502e..27618bfe8 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Piso/index.html
index af9e04199..008ac801a 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Siao/index.html
index 35107814f..cec54b3fc 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Sipo/index.html
index 28c701ecb..a08f759c9 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Siso/index.html
index 93d322694..22889e96c 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Sito/index.html
index d344f93c0..82d48286f 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_algodiff_ops_sig.Sig.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Linalg/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Linalg/index.html
index 91cd8a620..02f0c26ff 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_ops_sig.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_ops_sig.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Mat/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Mat/index.html
index fc1c74337..a071aa210 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_ops_sig.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-elt">elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_ops_sig.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-elt">elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Maths/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Maths/index.html
index 23265172a..afcb29ab4 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Maths/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_algodiff_ops_sig.Sig.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_algodiff_ops_sig.Sig.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/NN/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/NN/index.html
index 515e4ce68..f13701d3c 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/NN/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_algodiff_ops_sig.Sig.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_algodiff_ops_sig.Sig.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_ops_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html
index 4414f94d6..0386bd9b7 100644
--- a/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_ops_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_ops_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_ops_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#supported-maths-functions">Supported Maths functions</a></li><li><a href="#supported-linalg-functions">Supported Linalg functions</a></li><li><a href="#supported-neural-network-functions">Supported Neural Network functions</a></li><li><a href="#supported-mat-functions">Supported Mat functions</a></li><li><a href="#supported-arr-functions">Supported Arr functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">type</span> op</span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_ops_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_ops_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_ops_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#supported-maths-functions">Supported Maths functions</a></li><li><a href="#supported-linalg-functions">Supported Linalg functions</a></li><li><a href="#supported-neural-network-functions">Supported Neural Network functions</a></li><li><a href="#supported-mat-functions">Supported Mat functions</a></li><li><a href="#supported-arr-functions">Supported Arr functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">type</span> op</span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : 
   <a href="../../Owl_algodiff_ops_builder_sig/module-type-Sig/index.html">Owl_algodiff_ops_builder_sig.Sig</a>
     <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_ops_builder_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
      <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_algodiff_ops_builder_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
diff --git a/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Linalg/index.html b/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Linalg/index.html
index b690d5cbd..29fecfc65 100644
--- a/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_reverse.Make.C.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_reverse</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">C</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_reverse.Make.C.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_reverse</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">C</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Mat/index.html b/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Mat/index.html
index 384735004..c5919a838 100644
--- a/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_reverse.Make.C.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_reverse</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">C</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_reverse.Make.C.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_reverse</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">C</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Scalar/index.html b/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Scalar/index.html
index 68c2466db..efae86ad4 100644
--- a/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_reverse.Make.C.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_reverse</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">C</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_reverse.Make.C.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_algodiff_reverse</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">C</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/index.html b/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/index.html
index d511b637f..c4db0b546 100644
--- a/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/index.html
+++ b/docs/owl-base/Owl_algodiff_reverse/Make/argument-1-C/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_reverse.Make.C.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_reverse</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">C</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>C.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_reverse.Make.C.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_reverse</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">C</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>C.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>C (owl-base.Owl_algodiff_reverse.Make.C)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_reverse</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; C</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.C</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_add"><a href="#val-reverse_add" class="anchor"></a><code><span><span class="keyword">val</span> reverse_add : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>C (owl-base.Owl_algodiff_reverse.Make.C)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_reverse</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; C</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.C</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_add"><a href="#val-reverse_add" class="anchor"></a><code><span><span class="keyword">val</span> reverse_add : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_reverse/Make/index.html b/docs/owl-base/Owl_algodiff_reverse/Make/index.html
index be1acacee..1a7670f7d 100644
--- a/docs/owl-base/Owl_algodiff_reverse/Make/index.html
+++ b/docs/owl-base/Owl_algodiff_reverse/Make/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_reverse.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_reverse</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_reverse.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-C"><a href="#argument-1-C" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-C/index.html">C</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_push"><a href="#val-reverse_push" class="anchor"></a><code><span><span class="keyword">val</span> reverse_push : <span><a href="argument-1-C/index.html#type-t">C.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-C/index.html#type-t">C.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="argument-1-C/index.html#type-t">C.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-C/index.html#type-t">C.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_reset"><a href="#val-reverse_reset" class="anchor"></a><code><span><span class="keyword">val</span> reverse_reset : <span><a href="argument-1-C/index.html#type-t">C.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_reverse.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_reverse</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_reverse.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-C"><a href="#argument-1-C" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-C/index.html">C</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_push"><a href="#val-reverse_push" class="anchor"></a><code><span><span class="keyword">val</span> reverse_push : <span><a href="argument-1-C/index.html#type-t">C.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-C/index.html#type-t">C.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="argument-1-C/index.html#type-t">C.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-C/index.html#type-t">C.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_reset"><a href="#val-reverse_reset" class="anchor"></a><code><span><span class="keyword">val</span> reverse_reset : <span><a href="argument-1-C/index.html#type-t">C.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_reverse/index.html b/docs/owl-base/Owl_algodiff_reverse/index.html
index fdfcf134a..fc5160e00 100644
--- a/docs/owl-base/Owl_algodiff_reverse/index.html
+++ b/docs/owl-base/Owl_algodiff_reverse/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_reverse (owl-base.Owl_algodiff_reverse)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_reverse</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_reverse</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-C/index.html">C</a> : <span class="keyword">sig</span> ... <span class="keyword">end</span>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_reverse (owl-base.Owl_algodiff_reverse)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_reverse</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_reverse</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-C/index.html">C</a> : <span class="keyword">sig</span> ... <span class="keyword">end</span>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Linalg/index.html b/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Linalg/index.html
index cfcb22d77..dc71f9606 100644
--- a/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Linalg/index.html
+++ b/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_types.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_types</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_algodiff_types.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_types</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Mat/index.html b/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Mat/index.html
index 3ede69c52..8a31b9e52 100644
--- a/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Mat/index.html
+++ b/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_types.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_types</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_algodiff_types.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_types</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Scalar/index.html b/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Scalar/index.html
index 5d0c36b58..d6864c4fa 100644
--- a/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Scalar/index.html
+++ b/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_types.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_types</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_algodiff_types.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_algodiff_types</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/index.html b/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/index.html
index 1f0d09233..a4209d4bf 100644
--- a/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/index.html
+++ b/docs/owl-base/Owl_algodiff_types/Make/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_types.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_types</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_algodiff_types.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_algodiff_types</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_algodiff_types/Make/index.html b/docs/owl-base/Owl_algodiff_types/Make/index.html
index e5bf408a1..8215edeaa 100644
--- a/docs/owl-base/Owl_algodiff_types/Make/index.html
+++ b/docs/owl-base/Owl_algodiff_types/Make/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_types.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_types</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_types.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_algodiff_types.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_types</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_types.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_types/index.html b/docs/owl-base/Owl_algodiff_types/index.html
index bb130e769..634ec0940 100644
--- a/docs/owl-base/Owl_algodiff_types/index.html
+++ b/docs/owl-base/Owl_algodiff_types/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_types (owl-base.Owl_algodiff_types)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_types</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_types</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_types (owl-base.Owl_algodiff_types)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_types</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_types</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
   (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a>) : 
   <a href="../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="Make/argument-1-A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="Make/argument-1-A/index.html#type-arr">A.arr</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_types_sig/index.html b/docs/owl-base/Owl_algodiff_types_sig/index.html
index 6e46cb609..c99f12551 100644
--- a/docs/owl-base/Owl_algodiff_types_sig/index.html
+++ b/docs/owl-base/Owl_algodiff_types_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_types_sig (owl-base.Owl_algodiff_types_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_types_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_types_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_types_sig (owl-base.Owl_algodiff_types_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_algodiff_types_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_types_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html b/docs/owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html
index 657bca386..c7f8c9a77 100644
--- a/docs/owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_types_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_types_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_types_sig.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="#type-elt">elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-arr">arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_algodiff_types_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_algodiff_types_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_algodiff_types_sig.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="#type-elt">elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-arr">arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base/index.html b/docs/owl-base/Owl_base/index.html
index 1d1e67943..b3041363d 100644
--- a/docs/owl-base/Owl_base/index.html
+++ b/docs/owl-base/Owl_base/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base (owl-base.Owl_base)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Const"><a href="#module-Const" class="anchor"></a><code><span><span class="keyword">module</span> Const</span><span> = <a href="../Owl_const/index.html">Owl_const</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> Maths</span><span> = <a href="../Owl_base_maths/index.html">Owl_base_maths</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stats"><a href="#module-Stats" class="anchor"></a><code><span><span class="keyword">module</span> Stats</span><span> = <a href="../Owl_base_stats/index.html">Owl_base_stats</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Complex"><a href="#module-Complex" class="anchor"></a><code><span><span class="keyword">module</span> Complex</span><span> = <a href="../Owl_base_complex/index.html">Owl_base_complex</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Quadrature"><a href="#module-Quadrature" class="anchor"></a><code><span><span class="keyword">module</span> Quadrature</span><span> = <a href="../Owl_maths_quadrature/index.html">Owl_maths_quadrature</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Root"><a href="#module-Root" class="anchor"></a><code><span><span class="keyword">module</span> Root</span><span> = <a href="../Owl_maths_root/index.html">Owl_maths_root</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> Graph</span><span> = <a href="../Owl_graph/index.html">Owl_graph</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lazy"><a href="#module-Lazy" class="anchor"></a><code><span><span class="keyword">module</span> Lazy</span><span> = <a href="../Owl_lazy/index.html">Owl_lazy</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-View"><a href="#module-View" class="anchor"></a><code><span><span class="keyword">module</span> View</span><span> = <a href="../Owl_view/index.html">Owl_view</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Log"><a href="#module-Log" class="anchor"></a><code><span><span class="keyword">module</span> Log</span><span> = <a href="../Owl_log/index.html">Owl_log</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> Utils</span><span> = <a href="../Owl_utils/index.html">Owl_utils</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Computation"><a href="#module-Computation" class="anchor"></a><code><span><span class="keyword">module</span> Computation</span><span> = <a href="../Owl_computation/index.html">Owl_computation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Countmin_sketch"><a href="#module-Countmin_sketch" class="anchor"></a><code><span><span class="keyword">module</span> Countmin_sketch</span><span> = <a href="../Owl_countmin_sketch/index.html">Owl_countmin_sketch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-HeavyHitters_sketch"><a href="#module-HeavyHitters_sketch" class="anchor"></a><code><span><span class="keyword">module</span> HeavyHitters_sketch</span><span> = <a href="../Owl_heavyhitters_sketch/index.html">Owl_heavyhitters_sketch</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base (owl-base.Owl_base)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Const"><a href="#module-Const" class="anchor"></a><code><span><span class="keyword">module</span> Const</span><span> = <a href="../Owl_const/index.html">Owl_const</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> Maths</span><span> = <a href="../Owl_base_maths/index.html">Owl_base_maths</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stats"><a href="#module-Stats" class="anchor"></a><code><span><span class="keyword">module</span> Stats</span><span> = <a href="../Owl_base_stats/index.html">Owl_base_stats</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Complex"><a href="#module-Complex" class="anchor"></a><code><span><span class="keyword">module</span> Complex</span><span> = <a href="../Owl_base_complex/index.html">Owl_base_complex</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Quadrature"><a href="#module-Quadrature" class="anchor"></a><code><span><span class="keyword">module</span> Quadrature</span><span> = <a href="../Owl_maths_quadrature/index.html">Owl_maths_quadrature</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Root"><a href="#module-Root" class="anchor"></a><code><span><span class="keyword">module</span> Root</span><span> = <a href="../Owl_maths_root/index.html">Owl_maths_root</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> Graph</span><span> = <a href="../Owl_graph/index.html">Owl_graph</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lazy"><a href="#module-Lazy" class="anchor"></a><code><span><span class="keyword">module</span> Lazy</span><span> = <a href="../Owl_lazy/index.html">Owl_lazy</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-View"><a href="#module-View" class="anchor"></a><code><span><span class="keyword">module</span> View</span><span> = <a href="../Owl_view/index.html">Owl_view</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Log"><a href="#module-Log" class="anchor"></a><code><span><span class="keyword">module</span> Log</span><span> = <a href="../Owl_log/index.html">Owl_log</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> Utils</span><span> = <a href="../Owl_utils/index.html">Owl_utils</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Computation"><a href="#module-Computation" class="anchor"></a><code><span><span class="keyword">module</span> Computation</span><span> = <a href="../Owl_computation/index.html">Owl_computation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Countmin_sketch"><a href="#module-Countmin_sketch" class="anchor"></a><code><span><span class="keyword">module</span> Countmin_sketch</span><span> = <a href="../Owl_countmin_sketch/index.html">Owl_countmin_sketch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-HeavyHitters_sketch"><a href="#module-HeavyHitters_sketch" class="anchor"></a><code><span><span class="keyword">module</span> HeavyHitters_sketch</span><span> = <a href="../Owl_heavyhitters_sketch/index.html">Owl_heavyhitters_sketch</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_algodiff_primal_ops/D/Linalg/index.html b/docs/owl-base/Owl_base_algodiff_primal_ops/D/Linalg/index.html
index bc526e74d..e6fd7f97e 100644
--- a/docs/owl-base/Owl_base_algodiff_primal_ops/D/Linalg/index.html
+++ b/docs/owl-base/Owl_base_algodiff_primal_ops/D/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_base_algodiff_primal_ops.D.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>D.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_base_linalg_d/index.html">Owl_base_linalg_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../../Owl_base_dense_matrix_d/index.html#type-mat">Owl_base_dense_matrix_d.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../../Owl_base_dense_matrix_z/index.html#type-mat">Owl_base_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_base_algodiff_primal_ops.D.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>D.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_base_linalg_d/index.html">Owl_base_linalg_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../../Owl_base_dense_matrix_d/index.html#type-mat">Owl_base_dense_matrix_d.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../../Owl_base_dense_matrix_z/index.html#type-mat">Owl_base_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
   <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../../Owl_base_dense_matrix_generic/index.html#type-t">Owl_base_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_base_linalg_intf/module-type-Common/index.html">Owl_base_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_base_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_base_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
diff --git a/docs/owl-base/Owl_base_algodiff_primal_ops/D/Mat/index.html b/docs/owl-base/Owl_base_algodiff_primal_ops/D/Mat/index.html
index 5ce77327e..189fa37b9 100644
--- a/docs/owl-base/Owl_base_algodiff_primal_ops/D/Mat/index.html
+++ b/docs/owl-base/Owl_base_algodiff_primal_ops/D/Mat/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_base_algodiff_primal_ops.D.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>D.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_base_algodiff_primal_ops.D.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>D.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : 
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../../../Owl_base_dense_matrix_generic/index.html#type-t">Owl_base_dense_matrix_d.M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : 
   <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_base_algodiff_primal_ops/D/index.html b/docs/owl-base/Owl_base_algodiff_primal_ops/D/index.html
index 5f0a6c622..d9de26800 100644
--- a/docs/owl-base/Owl_base_algodiff_primal_ops/D/index.html
+++ b/docs/owl-base/Owl_base_algodiff_primal_ops/D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl-base.Owl_base_algodiff_primal_ops.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_algodiff_primal_ops.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_d/index.html">Owl_base_dense_ndarray_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl-base.Owl_base_algodiff_primal_ops.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_algodiff_primal_ops.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_d/index.html">Owl_base_dense_ndarray_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span>
diff --git a/docs/owl-base/Owl_base_algodiff_primal_ops/S/Linalg/index.html b/docs/owl-base/Owl_base_algodiff_primal_ops/S/Linalg/index.html
index 57c449d7e..67a6fe26e 100644
--- a/docs/owl-base/Owl_base_algodiff_primal_ops/S/Linalg/index.html
+++ b/docs/owl-base/Owl_base_algodiff_primal_ops/S/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_base_algodiff_primal_ops.S.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>S.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_base_linalg_s/index.html">Owl_base_linalg_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../../Owl_base_dense_matrix_s/index.html#type-mat">Owl_base_dense_matrix_s.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../../Owl_base_dense_matrix_c/index.html#type-mat">Owl_base_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_base_algodiff_primal_ops.S.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>S.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_base_linalg_s/index.html">Owl_base_linalg_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../../Owl_base_dense_matrix_s/index.html#type-mat">Owl_base_dense_matrix_s.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../../Owl_base_dense_matrix_c/index.html#type-mat">Owl_base_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
   <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../../Owl_base_dense_matrix_generic/index.html#type-t">Owl_base_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_base_linalg_intf/module-type-Common/index.html">Owl_base_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_base_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_base_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
diff --git a/docs/owl-base/Owl_base_algodiff_primal_ops/S/Mat/index.html b/docs/owl-base/Owl_base_algodiff_primal_ops/S/Mat/index.html
index 430411032..00dc0e6b5 100644
--- a/docs/owl-base/Owl_base_algodiff_primal_ops/S/Mat/index.html
+++ b/docs/owl-base/Owl_base_algodiff_primal_ops/S/Mat/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_base_algodiff_primal_ops.S.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>S.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_base_algodiff_primal_ops.S.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>S.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : 
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../../../Owl_base_dense_matrix_generic/index.html#type-t">Owl_base_dense_matrix_s.M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : 
   <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_base_algodiff_primal_ops/S/index.html b/docs/owl-base/Owl_base_algodiff_primal_ops/S/index.html
index 15c5db41b..1f4d9077b 100644
--- a/docs/owl-base/Owl_base_algodiff_primal_ops/S/index.html
+++ b/docs/owl-base/Owl_base_algodiff_primal_ops/S/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl-base.Owl_base_algodiff_primal_ops.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_algodiff_primal_ops.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray/S/index.html">Owl_base_dense_ndarray.S</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_s/index.html">Owl_base_dense_ndarray_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl-base.Owl_base_algodiff_primal_ops.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_algodiff_primal_ops</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_algodiff_primal_ops.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray/S/index.html">Owl_base_dense_ndarray.S</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_s/index.html">Owl_base_dense_ndarray_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span>
diff --git a/docs/owl-base/Owl_base_algodiff_primal_ops/index.html b/docs/owl-base/Owl_base_algodiff_primal_ops/index.html
index 7e3299e06..56d237cf7 100644
--- a/docs/owl-base/Owl_base_algodiff_primal_ops/index.html
+++ b/docs/owl-base/Owl_base_algodiff_primal_ops/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_algodiff_primal_ops (owl-base.Owl_base_algodiff_primal_ops)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_algodiff_primal_ops</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_algodiff_primal_ops</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_algodiff_primal_ops (owl-base.Owl_base_algodiff_primal_ops)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_algodiff_primal_ops</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_algodiff_primal_ops</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_complex/index.html b/docs/owl-base/Owl_base_complex/index.html
index 5245f0777..f87b83785 100644
--- a/docs/owl-base/Owl_base_complex/index.html
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-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_complex (owl-base.Owl_base_complex)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_complex</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_complex</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition-and-constants">Type definition and constants</a></li><li><a href="#unary-functions">Unary functions</a></li><li><a href="#binary-functions">Binary functions</a></li><li><a href="#comparison-functions">Comparison functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition-and-constants"><a href="#type-definition-and-constants" class="anchor"></a>Type definition and constants</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div><div class="spec-doc"><p>Type definition of a complex number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Constant value zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one"><a href="#val-one" class="anchor"></a><code><span><span class="keyword">val</span> one : <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Constant value one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i"><a href="#val-i" class="anchor"></a><code><span><span class="keyword">val</span> i : <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Constant value i.</p></div></div><h6 id="unary-functions"><a href="#unary-functions" class="anchor"></a>Unary functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs2"><a href="#val-abs2" class="anchor"></a><code><span><span class="keyword">val</span> abs2 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logabs"><a href="#val-logabs" class="anchor"></a><code><span><span class="keyword">val</span> logabs : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conj"><a href="#val-conj" class="anchor"></a><code><span><span class="keyword">val</span> conj : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp2"><a href="#val-exp2" class="anchor"></a><code><span><span class="keyword">val</span> exp2 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp10"><a href="#val-exp10" class="anchor"></a><code><span><span class="keyword">val</span> exp10 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expm1"><a href="#val-expm1" class="anchor"></a><code><span><span class="keyword">val</span> expm1 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1p"><a href="#val-log1p" class="anchor"></a><code><span><span class="keyword">val</span> log1p : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cot"><a href="#val-cot" class="anchor"></a><code><span><span class="keyword">val</span> cot : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sec"><a href="#val-sec" class="anchor"></a><code><span><span class="keyword">val</span> sec : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csc"><a href="#val-csc" class="anchor"></a><code><span><span class="keyword">val</span> csc : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sech"><a href="#val-sech" class="anchor"></a><code><span><span class="keyword">val</span> sech : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csch"><a href="#val-csch" class="anchor"></a><code><span><span class="keyword">val</span> csch : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-coth"><a href="#val-coth" class="anchor"></a><code><span><span class="keyword">val</span> coth : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asec"><a href="#val-asec" class="anchor"></a><code><span><span class="keyword">val</span> asec : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsc"><a href="#val-acsc" class="anchor"></a><code><span><span class="keyword">val</span> acsc : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acot"><a href="#val-acot" class="anchor"></a><code><span><span class="keyword">val</span> acot : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asech"><a href="#val-asech" class="anchor"></a><code><span><span class="keyword">val</span> asech : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsch"><a href="#val-acsch" class="anchor"></a><code><span><span class="keyword">val</span> acsch : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acoth"><a href="#val-acoth" class="anchor"></a><code><span><span class="keyword">val</span> acoth : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arg"><a href="#val-arg" class="anchor"></a><code><span><span class="keyword">val</span> arg : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>arg x</code> returns the angle of a complex number <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-phase"><a href="#val-phase" class="anchor"></a><code><span><span class="keyword">val</span> phase : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>phase x</code> returns the phase of a complex number <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>floor x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>ceil x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>round x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trunc"><a href="#val-trunc" class="anchor"></a><code><span><span class="keyword">val</span> trunc : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>trunc x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fix"><a href="#val-fix" class="anchor"></a><code><span><span class="keyword">val</span> fix : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>fix x</code></p></div></div><h6 id="binary-functions"><a href="#binary-functions" class="anchor"></a>Binary functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_re"><a href="#val-add_re" class="anchor"></a><code><span><span class="keyword">val</span> add_re : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_im"><a href="#val-add_im" class="anchor"></a><code><span><span class="keyword">val</span> add_im : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_re"><a href="#val-sub_re" class="anchor"></a><code><span><span class="keyword">val</span> sub_re : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_im"><a href="#val-sub_im" class="anchor"></a><code><span><span class="keyword">val</span> sub_im : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_re"><a href="#val-mul_re" class="anchor"></a><code><span><span class="keyword">val</span> mul_re : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_im"><a href="#val-mul_im" class="anchor"></a><code><span><span class="keyword">val</span> mul_im : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_re"><a href="#val-div_re" class="anchor"></a><code><span><span class="keyword">val</span> div_re : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_im"><a href="#val-div_im" class="anchor"></a><code><span><span class="keyword">val</span> div_im : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-polar"><a href="#val-polar" class="anchor"></a><code><span><span class="keyword">val</span> polar : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rect"><a href="#val-rect" class="anchor"></a><code><span><span class="keyword">val</span> rect : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>rect r phi</code> return a complex number with polar coordinates <code>r</code> and <code>phi</code>.</p></div></div><h6 id="comparison-functions"><a href="#comparison-functions" class="anchor"></a>Comparison functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-equal"><a href="#val-equal" class="anchor"></a><code><span><span class="keyword">val</span> equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less"><a href="#val-less" class="anchor"></a><code><span><span class="keyword">val</span> less : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater"><a href="#val-greater" class="anchor"></a><code><span><span class="keyword">val</span> greater : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal"><a href="#val-less_equal" class="anchor"></a><code><span><span class="keyword">val</span> less_equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal"><a href="#val-greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-complex"><a href="#val-complex" class="anchor"></a><code><span><span class="keyword">val</span> complex : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>complex re im</code> returns a complex number <code>{re; im}</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_tuple"><a href="#val-of_tuple" class="anchor"></a><code><span><span class="keyword">val</span> of_tuple : <span><span>(float * float)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>of_tuple (re, im)</code> returns a complex number <code>{re; im}</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_tuple"><a href="#val-to_tuple" class="anchor"></a><code><span><span class="keyword">val</span> to_tuple : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p><code>to_tuple x</code> converts a complex number to tuple <code>(x.re; x.im)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_nan"><a href="#val-is_nan" class="anchor"></a><code><span><span class="keyword">val</span> is_nan : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_nan x</code> returns <code>true</code> if <code>x.re</code> is <code>nan</code> or <code>x.im</code> is <code>nan</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_inf"><a href="#val-is_inf" class="anchor"></a><code><span><span class="keyword">val</span> is_inf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_inf x</code> returns <code>true</code> if either <code>x.re</code> or <code>x.im</code> is <code>infinity</code> or <code>neg_infinity</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_normal"><a href="#val-is_normal" class="anchor"></a><code><span><span class="keyword">val</span> is_normal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_normal x</code> returns <code>true</code> if both <code>x.re</code> and <code>x.im</code> are <code>normal</code>.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_complex (owl-base.Owl_base_complex)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_complex</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_complex</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition-and-constants">Type definition and constants</a></li><li><a href="#unary-functions">Unary functions</a></li><li><a href="#binary-functions">Binary functions</a></li><li><a href="#comparison-functions">Comparison functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition-and-constants"><a href="#type-definition-and-constants" class="anchor"></a>Type definition and constants</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div><div class="spec-doc"><p>Type definition for a complex number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Constant value representing the complex number zero (0 + 0i).</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one"><a href="#val-one" class="anchor"></a><code><span><span class="keyword">val</span> one : <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Constant value representing the complex number one (1 + 0i).</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i"><a href="#val-i" class="anchor"></a><code><span><span class="keyword">val</span> i : <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Constant value representing the imaginary unit i (0 + 1i).</p></div></div><h6 id="unary-functions"><a href="#unary-functions" class="anchor"></a>Unary functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>neg z</code> returns the negation of the complex number <code>z</code>. If <code>z = a + bi</code>, then <code>neg z = -a - bi</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>abs z</code> returns the magnitude (absolute value) of the complex number <code>z</code>. This is computed as sqrt(Re(z)^2 + Im(z)^2).</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs2"><a href="#val-abs2" class="anchor"></a><code><span><span class="keyword">val</span> abs2 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>abs2 z</code> returns the squared magnitude of the complex number <code>z</code>. This is computed as Re(z)^2 + Im(z)^2.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logabs"><a href="#val-logabs" class="anchor"></a><code><span><span class="keyword">val</span> logabs : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logabs z</code> returns the natural logarithm of the magnitude of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conj"><a href="#val-conj" class="anchor"></a><code><span><span class="keyword">val</span> conj : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>conj z</code> returns the complex conjugate of the complex number <code>z</code>. If <code>z = a + bi</code>, then <code>conj z = a - bi</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>inv z</code> returns the multiplicative inverse of the complex number <code>z</code>. This is computed as 1 / z.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>sqrt z</code> returns the square root of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>exp z</code> returns the exponential of the complex number <code>z</code>, calculated as e^z.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp2"><a href="#val-exp2" class="anchor"></a><code><span><span class="keyword">val</span> exp2 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>exp2 z</code> returns 2 raised to the power of the complex number <code>z</code>, calculated as 2^z.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp10"><a href="#val-exp10" class="anchor"></a><code><span><span class="keyword">val</span> exp10 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>exp10 z</code> returns 10 raised to the power of the complex number <code>z</code>, calculated as 10^z.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expm1"><a href="#val-expm1" class="anchor"></a><code><span><span class="keyword">val</span> expm1 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>expm1 z</code> returns the value of exp(z) - 1, providing a more accurate result for small values of <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>log z</code> returns the natural logarithm of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>log2 z</code> returns the base-2 logarithm of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>log10 z</code> returns the base-10 logarithm of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1p"><a href="#val-log1p" class="anchor"></a><code><span><span class="keyword">val</span> log1p : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>log1p z</code> returns the natural logarithm of (1 + z), providing a more accurate result for small values of <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>sin z</code> returns the sine of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>cos z</code> returns the cosine of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>tan z</code> returns the tangent of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cot"><a href="#val-cot" class="anchor"></a><code><span><span class="keyword">val</span> cot : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>cot z</code> returns the cotangent of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sec"><a href="#val-sec" class="anchor"></a><code><span><span class="keyword">val</span> sec : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>sec z</code> returns the secant of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csc"><a href="#val-csc" class="anchor"></a><code><span><span class="keyword">val</span> csc : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>csc z</code> returns the cosecant of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>sinh z</code> returns the hyperbolic sine of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>cosh z</code> returns the hyperbolic cosine of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>tanh z</code> returns the hyperbolic tangent of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sech"><a href="#val-sech" class="anchor"></a><code><span><span class="keyword">val</span> sech : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>sech z</code> returns the hyperbolic secant of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csch"><a href="#val-csch" class="anchor"></a><code><span><span class="keyword">val</span> csch : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>csch z</code> returns the hyperbolic cosecant of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-coth"><a href="#val-coth" class="anchor"></a><code><span><span class="keyword">val</span> coth : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>coth z</code> returns the hyperbolic cotangent of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>asin z</code> returns the arcsine of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>acos z</code> returns the arccosine of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>atan z</code> returns the arctangent of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asec"><a href="#val-asec" class="anchor"></a><code><span><span class="keyword">val</span> asec : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>asec z</code> returns the arcsecant of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsc"><a href="#val-acsc" class="anchor"></a><code><span><span class="keyword">val</span> acsc : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>acsc z</code> returns the arccosecant of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acot"><a href="#val-acot" class="anchor"></a><code><span><span class="keyword">val</span> acot : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>acot z</code> returns the arccotangent of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>asinh z</code> returns the inverse hyperbolic sine of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>acosh z</code> returns the inverse hyperbolic cosine of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>atanh z</code> returns the inverse hyperbolic tangent of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asech"><a href="#val-asech" class="anchor"></a><code><span><span class="keyword">val</span> asech : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>asech z</code> returns the inverse hyperbolic secant of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsch"><a href="#val-acsch" class="anchor"></a><code><span><span class="keyword">val</span> acsch : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>acsch z</code> returns the inverse hyperbolic cosecant of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acoth"><a href="#val-acoth" class="anchor"></a><code><span><span class="keyword">val</span> acoth : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>acoth z</code> returns the inverse hyperbolic cotangent of the complex number <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arg"><a href="#val-arg" class="anchor"></a><code><span><span class="keyword">val</span> arg : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>arg x</code> returns the angle of a complex number <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-phase"><a href="#val-phase" class="anchor"></a><code><span><span class="keyword">val</span> phase : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>phase x</code> returns the phase of a complex number <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>floor x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>ceil x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>round x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trunc"><a href="#val-trunc" class="anchor"></a><code><span><span class="keyword">val</span> trunc : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>trunc x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fix"><a href="#val-fix" class="anchor"></a><code><span><span class="keyword">val</span> fix : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>fix x</code></p></div></div><h6 id="binary-functions"><a href="#binary-functions" class="anchor"></a>Binary functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>add z1 z2</code> returns the sum of the complex numbers <code>z1</code> and <code>z2</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>sub z1 z2</code> returns the difference of the complex numbers <code>z1</code> and <code>z2</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>mul z1 z2</code> returns the product of the complex numbers <code>z1</code> and <code>z2</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>div z1 z2</code> returns the quotient of the complex numbers <code>z1</code> and <code>z2</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_re"><a href="#val-add_re" class="anchor"></a><code><span><span class="keyword">val</span> add_re : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>add_re z r</code> adds the real number <code>r</code> to the real part of the complex number <code>z</code>. Returns a new complex number with the real part increased by <code>r</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_im"><a href="#val-add_im" class="anchor"></a><code><span><span class="keyword">val</span> add_im : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>add_im z i</code> adds the real number <code>i</code> to the imaginary part of the complex number <code>z</code>. Returns a new complex number with the imaginary part increased by <code>i</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_re"><a href="#val-sub_re" class="anchor"></a><code><span><span class="keyword">val</span> sub_re : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>sub_re z r</code> subtracts the real number <code>r</code> from the real part of the complex number <code>z</code>. Returns a new complex number with the real part decreased by <code>r</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_im"><a href="#val-sub_im" class="anchor"></a><code><span><span class="keyword">val</span> sub_im : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>sub_im z i</code> subtracts the real number <code>i</code> from the imaginary part of the complex number <code>z</code>. Returns a new complex number with the imaginary part decreased by <code>i</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_re"><a href="#val-mul_re" class="anchor"></a><code><span><span class="keyword">val</span> mul_re : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>mul_re z r</code> multiplies the real part of the complex number <code>z</code> by the real number <code>r</code>. Returns a new complex number with the real part scaled by <code>r</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_im"><a href="#val-mul_im" class="anchor"></a><code><span><span class="keyword">val</span> mul_im : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>mul_im z i</code> multiplies the imaginary part of the complex number <code>z</code> by the real number <code>i</code>. Returns a new complex number with the imaginary part scaled by <code>i</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_re"><a href="#val-div_re" class="anchor"></a><code><span><span class="keyword">val</span> div_re : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>div_re z r</code> divides the real part of the complex number <code>z</code> by the real number <code>r</code>. Returns a new complex number with the real part divided by <code>r</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_im"><a href="#val-div_im" class="anchor"></a><code><span><span class="keyword">val</span> div_im : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>div_im z i</code> divides the imaginary part of the complex number <code>z</code> by the real number <code>i</code>. Returns a new complex number with the imaginary part divided by <code>i</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>pow z1 z2</code> raises the complex number <code>z1</code> to the power of <code>z2</code>. Returns a new complex number representing <code>z1</code> raised to <code>z2</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-polar"><a href="#val-polar" class="anchor"></a><code><span><span class="keyword">val</span> polar : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>polar r theta</code> creates a complex number from the polar coordinates <code>r</code> (magnitude) and <code>theta</code> (angle in radians). Returns a new complex number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rect"><a href="#val-rect" class="anchor"></a><code><span><span class="keyword">val</span> rect : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>rect r phi</code> returns a complex number with polar coordinates <code>r</code> and <code>phi</code>. Equivalent to <code>polar r phi</code>.</p></div></div><h6 id="comparison-functions"><a href="#comparison-functions" class="anchor"></a>Comparison functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-equal"><a href="#val-equal" class="anchor"></a><code><span><span class="keyword">val</span> equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>equal z1 z2</code> returns <code>true</code> if the complex numbers <code>z1</code> and <code>z2</code> are equal, <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>not_equal z1 z2</code> returns <code>true</code> if the complex numbers <code>z1</code> and <code>z2</code> are not equal, <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less"><a href="#val-less" class="anchor"></a><code><span><span class="keyword">val</span> less : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>less z1 z2</code> returns <code>true</code> if the magnitude of the complex number <code>z1</code> is less than that of <code>z2</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater"><a href="#val-greater" class="anchor"></a><code><span><span class="keyword">val</span> greater : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>greater z1 z2</code> returns <code>true</code> if the magnitude of the complex number <code>z1</code> is greater than that of <code>z2</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal"><a href="#val-less_equal" class="anchor"></a><code><span><span class="keyword">val</span> less_equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>less_equal z1 z2</code> returns <code>true</code> if the magnitude of the complex number <code>z1</code> is less than or equal to that of <code>z2</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal"><a href="#val-greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>greater_equal z1 z2</code> returns <code>true</code> if the magnitude of the complex number <code>z1</code> is greater than or equal to that of <code>z2</code>.</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-complex"><a href="#val-complex" class="anchor"></a><code><span><span class="keyword">val</span> complex : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>complex re im</code> returns a complex number <code>{re; im}</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_tuple"><a href="#val-of_tuple" class="anchor"></a><code><span><span class="keyword">val</span> of_tuple : <span><span>(float * float)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>of_tuple (re, im)</code> returns a complex number <code>{re; im}</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_tuple"><a href="#val-to_tuple" class="anchor"></a><code><span><span class="keyword">val</span> to_tuple : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p><code>to_tuple x</code> converts a complex number to tuple <code>(x.re; x.im)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_nan"><a href="#val-is_nan" class="anchor"></a><code><span><span class="keyword">val</span> is_nan : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_nan x</code> returns <code>true</code> if <code>x.re</code> is <code>nan</code> or <code>x.im</code> is <code>nan</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_inf"><a href="#val-is_inf" class="anchor"></a><code><span><span class="keyword">val</span> is_inf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_inf x</code> returns <code>true</code> if either <code>x.re</code> or <code>x.im</code> is <code>infinity</code> or <code>neg_infinity</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_normal"><a href="#val-is_normal" class="anchor"></a><code><span><span class="keyword">val</span> is_normal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_normal x</code> returns <code>true</code> if both <code>x.re</code> and <code>x.im</code> are <code>normal</code>.</p></div></div></div></body></html>
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@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_common (owl-base.Owl_base_dense_common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_common</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_common</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-_max_val_elt"><a href="#val-_max_val_elt" class="anchor"></a><code><span><span class="keyword">val</span> _max_val_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_min_val_elt"><a href="#val-_min_val_elt" class="anchor"></a><code><span><span class="keyword">val</span> _min_val_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_max_elt"><a href="#val-_max_elt" class="anchor"></a><code><span><span class="keyword">val</span> _max_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_min_elt"><a href="#val-_min_elt" class="anchor"></a><code><span><span class="keyword">val</span> _min_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_add_elt"><a href="#val-_add_elt" class="anchor"></a><code><span><span class="keyword">val</span> _add_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_sub_elt"><a href="#val-_sub_elt" class="anchor"></a><code><span><span class="keyword">val</span> _sub_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_mul_elt"><a href="#val-_mul_elt" class="anchor"></a><code><span><span class="keyword">val</span> _mul_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_div_elt"><a href="#val-_div_elt" class="anchor"></a><code><span><span class="keyword">val</span> _div_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_inv_elt"><a href="#val-_inv_elt" class="anchor"></a><code><span><span class="keyword">val</span> _inv_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_neg_elt"><a href="#val-_neg_elt" class="anchor"></a><code><span><span class="keyword">val</span> _neg_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_abs_elt"><a href="#val-_abs_elt" class="anchor"></a><code><span><span class="keyword">val</span> _abs_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_log_elt"><a href="#val-_log_elt" class="anchor"></a><code><span><span class="keyword">val</span> _log_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_log2_elt"><a href="#val-_log2_elt" class="anchor"></a><code><span><span class="keyword">val</span> _log2_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_log10_elt"><a href="#val-_log10_elt" class="anchor"></a><code><span><span class="keyword">val</span> _log10_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_log1p_elt"><a href="#val-_log1p_elt" class="anchor"></a><code><span><span class="keyword">val</span> _log1p_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_exp_elt"><a href="#val-_exp_elt" class="anchor"></a><code><span><span class="keyword">val</span> _exp_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_exp2_elt"><a href="#val-_exp2_elt" class="anchor"></a><code><span><span class="keyword">val</span> _exp2_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_exp10_elt"><a href="#val-_exp10_elt" class="anchor"></a><code><span><span class="keyword">val</span> _exp10_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_expm1_elt"><a href="#val-_expm1_elt" class="anchor"></a><code><span><span class="keyword">val</span> _expm1_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_re_elt"><a href="#val-_re_elt" class="anchor"></a><code><span><span class="keyword">val</span> _re_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_im_elt"><a href="#val-_im_elt" class="anchor"></a><code><span><span class="keyword">val</span> _im_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_sqr_elt"><a href="#val-_sqr_elt" class="anchor"></a><code><span><span class="keyword">val</span> _sqr_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_sqrt_elt"><a href="#val-_sqrt_elt" class="anchor"></a><code><span><span class="keyword">val</span> _sqrt_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_mean_elt"><a href="#val-_mean_elt" class="anchor"></a><code><span><span class="keyword">val</span> _mean_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_pow_elt"><a href="#val-_pow_elt" class="anchor"></a><code><span><span class="keyword">val</span> _pow_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_sin_elt"><a href="#val-_sin_elt" class="anchor"></a><code><span><span class="keyword">val</span> _sin_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_cos_elt"><a href="#val-_cos_elt" class="anchor"></a><code><span><span class="keyword">val</span> _cos_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_tan_elt"><a href="#val-_tan_elt" class="anchor"></a><code><span><span class="keyword">val</span> _tan_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_asin_elt"><a href="#val-_asin_elt" class="anchor"></a><code><span><span class="keyword">val</span> _asin_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_acos_elt"><a href="#val-_acos_elt" class="anchor"></a><code><span><span class="keyword">val</span> _acos_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_atan_elt"><a href="#val-_atan_elt" class="anchor"></a><code><span><span class="keyword">val</span> _atan_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_sinh_elt"><a href="#val-_sinh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _sinh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_cosh_elt"><a href="#val-_cosh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _cosh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_tanh_elt"><a href="#val-_tanh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _tanh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_asinh_elt"><a href="#val-_asinh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _asinh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_acosh_elt"><a href="#val-_acosh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _acosh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_atanh_elt"><a href="#val-_atanh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _atanh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_scale_elt"><a href="#val-_scale_elt" class="anchor"></a><code><span><span class="keyword">val</span> _scale_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_conj_elt"><a href="#val-_conj_elt" class="anchor"></a><code><span><span class="keyword">val</span> _conj_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_ceil_elt"><a href="#val-_ceil_elt" class="anchor"></a><code><span><span class="keyword">val</span> _ceil_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_floor_elt"><a href="#val-_floor_elt" class="anchor"></a><code><span><span class="keyword">val</span> _floor_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_round_elt"><a href="#val-_round_elt" class="anchor"></a><code><span><span class="keyword">val</span> _round_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_trunc_elt"><a href="#val-_trunc_elt" class="anchor"></a><code><span><span class="keyword">val</span> _trunc_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_fix_elt"><a href="#val-_fix_elt" class="anchor"></a><code><span><span class="keyword">val</span> _fix_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_is_nan_elt"><a href="#val-_is_nan_elt" class="anchor"></a><code><span><span class="keyword">val</span> _is_nan_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_is_inf_elt"><a href="#val-_is_inf_elt" class="anchor"></a><code><span><span class="keyword">val</span> _is_inf_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_is_normal_elt"><a href="#val-_is_normal_elt" class="anchor"></a><code><span><span class="keyword">val</span> _is_normal_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_float_typ_elt"><a href="#val-_float_typ_elt" class="anchor"></a><code><span><span class="keyword">val</span> _float_typ_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_uniform_elt"><a href="#val-_uniform_elt" class="anchor"></a><code><span><span class="keyword">val</span> _uniform_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_gaussian_elt"><a href="#val-_gaussian_elt" class="anchor"></a><code><span><span class="keyword">val</span> _gaussian_elt : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_common (owl-base.Owl_base_dense_common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_common</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_common</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-_max_val_elt"><a href="#val-_max_val_elt" class="anchor"></a><code><span><span class="keyword">val</span> _max_val_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_min_val_elt"><a href="#val-_min_val_elt" class="anchor"></a><code><span><span class="keyword">val</span> _min_val_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_max_elt"><a href="#val-_max_elt" class="anchor"></a><code><span><span class="keyword">val</span> _max_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_min_elt"><a href="#val-_min_elt" class="anchor"></a><code><span><span class="keyword">val</span> _min_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_add_elt"><a href="#val-_add_elt" class="anchor"></a><code><span><span class="keyword">val</span> _add_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_sub_elt"><a href="#val-_sub_elt" class="anchor"></a><code><span><span class="keyword">val</span> _sub_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_mul_elt"><a href="#val-_mul_elt" class="anchor"></a><code><span><span class="keyword">val</span> _mul_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_div_elt"><a href="#val-_div_elt" class="anchor"></a><code><span><span class="keyword">val</span> _div_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_inv_elt"><a href="#val-_inv_elt" class="anchor"></a><code><span><span class="keyword">val</span> _inv_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_neg_elt"><a href="#val-_neg_elt" class="anchor"></a><code><span><span class="keyword">val</span> _neg_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_abs_elt"><a href="#val-_abs_elt" class="anchor"></a><code><span><span class="keyword">val</span> _abs_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_log_elt"><a href="#val-_log_elt" class="anchor"></a><code><span><span class="keyword">val</span> _log_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_log2_elt"><a href="#val-_log2_elt" class="anchor"></a><code><span><span class="keyword">val</span> _log2_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_log10_elt"><a href="#val-_log10_elt" class="anchor"></a><code><span><span class="keyword">val</span> _log10_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_log1p_elt"><a href="#val-_log1p_elt" class="anchor"></a><code><span><span class="keyword">val</span> _log1p_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_exp_elt"><a href="#val-_exp_elt" class="anchor"></a><code><span><span class="keyword">val</span> _exp_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_exp2_elt"><a href="#val-_exp2_elt" class="anchor"></a><code><span><span class="keyword">val</span> _exp2_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_exp10_elt"><a href="#val-_exp10_elt" class="anchor"></a><code><span><span class="keyword">val</span> _exp10_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_expm1_elt"><a href="#val-_expm1_elt" class="anchor"></a><code><span><span class="keyword">val</span> _expm1_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_re_elt"><a href="#val-_re_elt" class="anchor"></a><code><span><span class="keyword">val</span> _re_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_im_elt"><a href="#val-_im_elt" class="anchor"></a><code><span><span class="keyword">val</span> _im_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_sqr_elt"><a href="#val-_sqr_elt" class="anchor"></a><code><span><span class="keyword">val</span> _sqr_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_sqrt_elt"><a href="#val-_sqrt_elt" class="anchor"></a><code><span><span class="keyword">val</span> _sqrt_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_mean_elt"><a href="#val-_mean_elt" class="anchor"></a><code><span><span class="keyword">val</span> _mean_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_pow_elt"><a href="#val-_pow_elt" class="anchor"></a><code><span><span class="keyword">val</span> _pow_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_sin_elt"><a href="#val-_sin_elt" class="anchor"></a><code><span><span class="keyword">val</span> _sin_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_cos_elt"><a href="#val-_cos_elt" class="anchor"></a><code><span><span class="keyword">val</span> _cos_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_tan_elt"><a href="#val-_tan_elt" class="anchor"></a><code><span><span class="keyword">val</span> _tan_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_asin_elt"><a href="#val-_asin_elt" class="anchor"></a><code><span><span class="keyword">val</span> _asin_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_acos_elt"><a href="#val-_acos_elt" class="anchor"></a><code><span><span class="keyword">val</span> _acos_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_atan_elt"><a href="#val-_atan_elt" class="anchor"></a><code><span><span class="keyword">val</span> _atan_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_sinh_elt"><a href="#val-_sinh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _sinh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_cosh_elt"><a href="#val-_cosh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _cosh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_tanh_elt"><a href="#val-_tanh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _tanh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_asinh_elt"><a href="#val-_asinh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _asinh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_acosh_elt"><a href="#val-_acosh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _acosh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_atanh_elt"><a href="#val-_atanh_elt" class="anchor"></a><code><span><span class="keyword">val</span> _atanh_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_scale_elt"><a href="#val-_scale_elt" class="anchor"></a><code><span><span class="keyword">val</span> _scale_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_conj_elt"><a href="#val-_conj_elt" class="anchor"></a><code><span><span class="keyword">val</span> _conj_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_ceil_elt"><a href="#val-_ceil_elt" class="anchor"></a><code><span><span class="keyword">val</span> _ceil_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_floor_elt"><a href="#val-_floor_elt" class="anchor"></a><code><span><span class="keyword">val</span> _floor_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_round_elt"><a href="#val-_round_elt" class="anchor"></a><code><span><span class="keyword">val</span> _round_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_trunc_elt"><a href="#val-_trunc_elt" class="anchor"></a><code><span><span class="keyword">val</span> _trunc_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_fix_elt"><a href="#val-_fix_elt" class="anchor"></a><code><span><span class="keyword">val</span> _fix_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_is_nan_elt"><a href="#val-_is_nan_elt" class="anchor"></a><code><span><span class="keyword">val</span> _is_nan_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_is_inf_elt"><a href="#val-_is_inf_elt" class="anchor"></a><code><span><span class="keyword">val</span> _is_inf_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_is_normal_elt"><a href="#val-_is_normal_elt" class="anchor"></a><code><span><span class="keyword">val</span> _is_normal_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_float_typ_elt"><a href="#val-_float_typ_elt" class="anchor"></a><code><span><span class="keyword">val</span> _float_typ_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_uniform_elt"><a href="#val-_uniform_elt" class="anchor"></a><code><span><span class="keyword">val</span> _uniform_elt : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_gaussian_elt"><a href="#val-_gaussian_elt" class="anchor"></a><code><span><span class="keyword">val</span> _gaussian_elt : 
   'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_base_dense_matrix_c/index.html b/docs/owl-base/Owl_base_dense_matrix_c/index.html
index 39cb9bf7a..3f2d13ce3 100644
--- a/docs/owl-base/Owl_base_dense_matrix_c/index.html
+++ b/docs/owl-base/Owl_base_dense_matrix_c/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_c (owl-base.Owl_base_dense_matrix_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_c</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-M"><a href="#module-M" class="anchor"></a><code><span><span class="keyword">module</span> M</span><span> = <a href="../Owl_base_dense_matrix_generic/index.html">Owl_base_dense_matrix_generic</a></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_base_dense_matrix_generic/index.html">M</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div></details></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_c (owl-base.Owl_base_dense_matrix_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_c</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-M"><a href="#module-M" class="anchor"></a><code><span><span class="keyword">module</span> M</span><span> = <a href="../Owl_base_dense_matrix_generic/index.html">Owl_base_dense_matrix_generic</a></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_base_dense_matrix_generic/index.html">M</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div></details></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_dense_matrix_d/index.html b/docs/owl-base/Owl_base_dense_matrix_d/index.html
index 53dc34504..1e84e47ee 100644
--- a/docs/owl-base/Owl_base_dense_matrix_d/index.html
+++ b/docs/owl-base/Owl_base_dense_matrix_d/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_d (owl-base.Owl_base_dense_matrix_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-M"><a href="#module-M" class="anchor"></a><code><span><span class="keyword">module</span> M</span><span> = <a href="../Owl_base_dense_matrix_generic/index.html">Owl_base_dense_matrix_generic</a></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_base_dense_matrix_generic/index.html">M</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div></details></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_d (owl-base.Owl_base_dense_matrix_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-M"><a href="#module-M" class="anchor"></a><code><span><span class="keyword">module</span> M</span><span> = <a href="../Owl_base_dense_matrix_generic/index.html">Owl_base_dense_matrix_generic</a></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_base_dense_matrix_generic/index.html">M</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div></details></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_dense_matrix_generic/index.html b/docs/owl-base/Owl_base_dense_matrix_generic/index.html
index f913fc687..1c0d49585 100644
--- a/docs/owl-base/Owl_base_dense_matrix_generic/index.html
+++ b/docs/owl-base/Owl_base_dense_matrix_generic/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_generic (owl-base.Owl_base_dense_matrix_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_generic</span></code></h1><p>Matrix module: including creation, manipulation, and various vectorised mathematical operations.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>eye m</code> creates an <code>m</code> by <code>m</code> identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_generic (owl-base.Owl_base_dense_matrix_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_generic</span></code></h1><p>Matrix module: including creation, manipulation, and various vectorised mathematical operations.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>eye m</code> creates an <code>m</code> by <code>m</code> identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_dense_matrix_intf/index.html b/docs/owl-base/Owl_base_dense_matrix_intf/index.html
index e69c98cd6..5b2735832 100644
--- a/docs/owl-base/Owl_base_dense_matrix_intf/index.html
+++ b/docs/owl-base/Owl_base_dense_matrix_intf/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_intf (owl-base.Owl_base_dense_matrix_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_intf (owl-base.Owl_base_dense_matrix_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_dense_matrix_intf/module-type-Common/index.html b/docs/owl-base/Owl_base_dense_matrix_intf/module-type-Common/index.html
index c02602723..849b2db98 100644
--- a/docs/owl-base/Owl_base_dense_matrix_intf/module-type-Common/index.html
+++ b/docs/owl-base/Owl_base_dense_matrix_intf/module-type-Common/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl-base.Owl_base_dense_matrix_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_matrix_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_dense_matrix_intf.Common</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl-base.Owl_base_dense_matrix_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_matrix_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_dense_matrix_intf.Common</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_dense_matrix_s/index.html b/docs/owl-base/Owl_base_dense_matrix_s/index.html
index ad938dd02..48963dd5a 100644
--- a/docs/owl-base/Owl_base_dense_matrix_s/index.html
+++ b/docs/owl-base/Owl_base_dense_matrix_s/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_s (owl-base.Owl_base_dense_matrix_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-M"><a href="#module-M" class="anchor"></a><code><span><span class="keyword">module</span> M</span><span> = <a href="../Owl_base_dense_matrix_generic/index.html">Owl_base_dense_matrix_generic</a></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_base_dense_matrix_generic/index.html">M</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div></details></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_s (owl-base.Owl_base_dense_matrix_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-M"><a href="#module-M" class="anchor"></a><code><span><span class="keyword">module</span> M</span><span> = <a href="../Owl_base_dense_matrix_generic/index.html">Owl_base_dense_matrix_generic</a></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_base_dense_matrix_generic/index.html">M</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div></details></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_dense_matrix_z/index.html b/docs/owl-base/Owl_base_dense_matrix_z/index.html
index 4d5d69a20..ee20be29d 100644
--- a/docs/owl-base/Owl_base_dense_matrix_z/index.html
+++ b/docs/owl-base/Owl_base_dense_matrix_z/index.html
@@ -1,3 +1,3 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_z (owl-base.Owl_base_dense_matrix_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_z</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-M"><a href="#module-M" class="anchor"></a><code><span><span class="keyword">module</span> M</span><span> = <a href="../Owl_base_dense_matrix_generic/index.html">Owl_base_dense_matrix_generic</a></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_base_dense_matrix_generic/index.html">M</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div></details></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_mat"><a href="#type-cast_mat" class="anchor"></a><code><span><span class="keyword">type</span> cast_mat</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_matrix_z (owl-base.Owl_base_dense_matrix_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_matrix_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_matrix_z</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-M"><a href="#module-M" class="anchor"></a><code><span><span class="keyword">module</span> M</span><span> = <a href="../Owl_base_dense_matrix_generic/index.html">Owl_base_dense_matrix_generic</a></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_base_dense_matrix_generic/index.html">M</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div></details></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_mat"><a href="#type-cast_mat" class="anchor"></a><code><span><span class="keyword">type</span> cast_mat</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">Owl_base_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">M.t</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_dense_ndarray/C/index.html b/docs/owl-base/Owl_base_dense_ndarray/C/index.html
index 50ee6e73e..cb8ac3923 100644
--- a/docs/owl-base/Owl_base_dense_ndarray/C/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray/C/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>C (owl-base.Owl_base_dense_ndarray.C)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; C</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.C</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_c/index.html">Owl_base_dense_ndarray_c</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>C (owl-base.Owl_base_dense_ndarray.C)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; C</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.C</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_c/index.html">Owl_base_dense_ndarray_c</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span>
diff --git a/docs/owl-base/Owl_base_dense_ndarray/D/index.html b/docs/owl-base/Owl_base_dense_ndarray/D/index.html
index 4f9168bc8..85395fda2 100644
--- a/docs/owl-base/Owl_base_dense_ndarray/D/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray/D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl-base.Owl_base_dense_ndarray.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_d/index.html">Owl_base_dense_ndarray_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl-base.Owl_base_dense_ndarray.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_d/index.html">Owl_base_dense_ndarray_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span>
diff --git a/docs/owl-base/Owl_base_dense_ndarray/Generic/index.html b/docs/owl-base/Owl_base_dense_ndarray/Generic/index.html
index 50cef1cbc..89683b5e4 100644
--- a/docs/owl-base/Owl_base_dense_ndarray/Generic/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray/Generic/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Generic (owl-base.Owl_base_dense_ndarray.Generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; Generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.Generic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_generic/index.html">Owl_base_dense_ndarray_generic</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-kind"><a href="#type-kind" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) kind</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="create-ndarrays"><a href="#create-ndarrays" class="anchor"></a>Create Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kind"><a href="#val-kind" class="anchor"></a><code><span><span class="keyword">val</span> kind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="manipulate-ndarrays"><a href="#manipulate-ndarrays" class="anchor"></a>Manipulate Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO: not implemented</p></div></div><h6 id="iterate-array-elements"><a href="#iterate-array-elements" class="anchor"></a>Iterate array elements</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Generic (owl-base.Owl_base_dense_ndarray.Generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; Generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.Generic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_generic/index.html">Owl_base_dense_ndarray_generic</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-kind"><a href="#type-kind" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) kind</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="create-ndarrays"><a href="#create-ndarrays" class="anchor"></a>Create Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kind"><a href="#val-kind" class="anchor"></a><code><span><span class="keyword">val</span> kind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="manipulate-ndarrays"><a href="#manipulate-ndarrays" class="anchor"></a>Manipulate Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO: not implemented</p></div></div><h6 id="iterate-array-elements"><a href="#iterate-array-elements" class="anchor"></a>Iterate array elements</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
@@ -236,7 +236,7 @@
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_rows"><a href="#val-draw_rows" class="anchor"></a><code><span><span class="keyword">val</span> draw_rows : 
+  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_rows"><a href="#val-draw_rows" class="anchor"></a><code><span><span class="keyword">val</span> draw_rows : 
   <span><span class="optlabel">?replacement</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_base_dense_ndarray/Operator/index.html b/docs/owl-base/Owl_base_dense_ndarray/Operator/index.html
index b7db1cbd6..9cb60c299 100644
--- a/docs/owl-base/Owl_base_dense_ndarray/Operator/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray/Operator/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_base_dense_ndarray.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_base_dense_ndarray.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_base_dense_ndarray_generic/index.html#type-t">Owl_base_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_base_dense_ndarray_generic/index.html#type-t">Owl_base_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_base_dense_ndarray_generic/index.html#type-t">Owl_base_dense_ndarray_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : 
diff --git a/docs/owl-base/Owl_base_dense_ndarray/S/index.html b/docs/owl-base/Owl_base_dense_ndarray/S/index.html
index 9ee8f8727..00529d1fa 100644
--- a/docs/owl-base/Owl_base_dense_ndarray/S/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray/S/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl-base.Owl_base_dense_ndarray.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_s/index.html">Owl_base_dense_ndarray_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl-base.Owl_base_dense_ndarray.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_s/index.html">Owl_base_dense_ndarray_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span>
diff --git a/docs/owl-base/Owl_base_dense_ndarray/Z/index.html b/docs/owl-base/Owl_base_dense_ndarray/Z/index.html
index 7cec26752..7313b22ba 100644
--- a/docs/owl-base/Owl_base_dense_ndarray/Z/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray/Z/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Z (owl-base.Owl_base_dense_ndarray.Z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; Z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.Z</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_z/index.html">Owl_base_dense_ndarray_z</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Z (owl-base.Owl_base_dense_ndarray.Z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray</a> &#x00BB; Z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray.Z</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_z/index.html">Owl_base_dense_ndarray_z</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span>
diff --git a/docs/owl-base/Owl_base_dense_ndarray/index.html b/docs/owl-base/Owl_base_dense_ndarray/index.html
index de0313d44..a60895f24 100644
--- a/docs/owl-base/Owl_base_dense_ndarray/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray (owl-base.Owl_base_dense_ndarray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray</span></code></h1><p>Ndarray: module aliases</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Generic"><a href="#module-Generic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Generic/index.html">Generic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-C"><a href="#module-C" class="anchor"></a><code><span><span class="keyword">module</span> <a href="C/index.html">C</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Z"><a href="#module-Z" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Z/index.html">Z</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray (owl-base.Owl_base_dense_ndarray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray</span></code></h1><p>Ndarray: module aliases</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Generic"><a href="#module-Generic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Generic/index.html">Generic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-C"><a href="#module-C" class="anchor"></a><code><span><span class="keyword">module</span> <a href="C/index.html">C</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Z"><a href="#module-Z" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Z/index.html">Z</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_dense_ndarray_c/index.html b/docs/owl-base/Owl_base_dense_ndarray_c/index.html
index 2d5a228a9..55bbad4bd 100644
--- a/docs/owl-base/Owl_base_dense_ndarray_c/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray_c/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_c (owl-base.Owl_base_dense_ndarray_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_c</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_c (owl-base.Owl_base_dense_ndarray_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_c</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span>
diff --git a/docs/owl-base/Owl_base_dense_ndarray_d/index.html b/docs/owl-base/Owl_base_dense_ndarray_d/index.html
index 03fee2bda..0d279570f 100644
--- a/docs/owl-base/Owl_base_dense_ndarray_d/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray_d/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_d (owl-base.Owl_base_dense_ndarray_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_d (owl-base.Owl_base_dense_ndarray_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span>
diff --git a/docs/owl-base/Owl_base_dense_ndarray_generic/index.html b/docs/owl-base/Owl_base_dense_ndarray_generic/index.html
index 0679ee617..58b17f392 100644
--- a/docs/owl-base/Owl_base_dense_ndarray_generic/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray_generic/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_generic (owl-base.Owl_base_dense_ndarray_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_generic</span></code></h1><p>N-dimensional array module: including creation, manipulation, and various vectorised mathematical operations.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#create-ndarrays">Create Ndarrays</a></li><li><a href="#obtain-basic-properties">Obtain basic properties</a></li><li><a href="#manipulate-ndarrays">Manipulate Ndarrays</a></li><li><a href="#iterate-array-elements">Iterate array elements</a></li><li><a href="#examination-&amp;-comparison">Examination &amp; Comparison</a></li><li><a href="#input/output-functions">Input/Output functions</a></li><li><a href="#unary-math-operators">Unary math operators</a></li><li><a href="#binary-math-operators">Binary math operators</a></li><li><a href="#neural-network-related">Neural network related</a></li><li><a href="#helper-functions">Helper functions</a></li><li><a href="#matrix-functions">Matrix functions</a></li><li><a href="#helper-functions_2">Helper functions</a></li></ul></nav><div class="odoc-content"><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-kind"><a href="#type-kind" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) kind</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="create-ndarrays"><a href="#create-ndarrays" class="anchor"></a>Create Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kind"><a href="#val-kind" class="anchor"></a><code><span><span class="keyword">val</span> kind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="manipulate-ndarrays"><a href="#manipulate-ndarrays" class="anchor"></a>Manipulate Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO: not implemented</p></div></div><h6 id="iterate-array-elements"><a href="#iterate-array-elements" class="anchor"></a>Iterate array elements</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_generic (owl-base.Owl_base_dense_ndarray_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_generic</span></code></h1><p>N-dimensional array module: including creation, manipulation, and various vectorised mathematical operations.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#create-ndarrays">Create Ndarrays</a></li><li><a href="#obtain-basic-properties">Obtain basic properties</a></li><li><a href="#manipulate-ndarrays">Manipulate Ndarrays</a></li><li><a href="#iterate-array-elements">Iterate array elements</a></li><li><a href="#examination-&amp;-comparison">Examination &amp; Comparison</a></li><li><a href="#input/output-functions">Input/Output functions</a></li><li><a href="#unary-math-operators">Unary math operators</a></li><li><a href="#binary-math-operators">Binary math operators</a></li><li><a href="#neural-network-related">Neural network related</a></li><li><a href="#helper-functions">Helper functions</a></li><li><a href="#matrix-functions">Matrix functions</a></li><li><a href="#helper-functions_2">Helper functions</a></li></ul></nav><div class="odoc-content"><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-kind"><a href="#type-kind" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) kind</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="create-ndarrays"><a href="#create-ndarrays" class="anchor"></a>Create Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kind"><a href="#val-kind" class="anchor"></a><code><span><span class="keyword">val</span> kind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="manipulate-ndarrays"><a href="#manipulate-ndarrays" class="anchor"></a>Manipulate Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO: not implemented</p></div></div><h6 id="iterate-array-elements"><a href="#iterate-array-elements" class="anchor"></a>Iterate array elements</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
@@ -236,7 +236,7 @@
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_rows"><a href="#val-draw_rows" class="anchor"></a><code><span><span class="keyword">val</span> draw_rows : 
+  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><span><span>(float, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_rows"><a href="#val-draw_rows" class="anchor"></a><code><span><span class="keyword">val</span> draw_rows : 
   <span><span class="optlabel">?replacement</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_base_dense_ndarray_intf/index.html b/docs/owl-base/Owl_base_dense_ndarray_intf/index.html
index 61083bc61..914978b97 100644
--- a/docs/owl-base/Owl_base_dense_ndarray_intf/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray_intf/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_intf (owl-base.Owl_base_dense_ndarray_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Real"><a href="#module-type-Real" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Real/index.html">Real</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-NN"><a href="#module-type-NN" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-NN/index.html">NN</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_intf (owl-base.Owl_base_dense_ndarray_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Real"><a href="#module-type-Real" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Real/index.html">Real</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-NN"><a href="#module-type-NN" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-NN/index.html">NN</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html b/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html
index 72aa659ae..ad7a7fa85 100644
--- a/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl-base.Owl_base_dense_ndarray_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_dense_ndarray_intf.Common</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#iterate-array-elements">Iterate array elements</a></li><li><a href="#examination-&amp;-comparison">Examination &amp; Comparison</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl-base.Owl_base_dense_ndarray_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_dense_ndarray_intf.Common</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#iterate-array-elements">Iterate array elements</a></li><li><a href="#examination-&amp;-comparison">Examination &amp; Comparison</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-NN/index.html b/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-NN/index.html
index 6c6b82b45..0b3314b77 100644
--- a/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-NN/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_base_dense_ndarray_intf.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray_intf</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_dense_ndarray_intf.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_base_dense_ndarray_intf.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray_intf</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_dense_ndarray_intf.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-Real/index.html b/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-Real/index.html
index 7782e343a..59b21f90d 100644
--- a/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-Real/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray_intf/module-type-Real/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Real (owl-base.Owl_base_dense_ndarray_intf.Real)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray_intf</a> &#x00BB; Real</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_dense_ndarray_intf.Real</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="optlabel">?amin</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?amax</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal"><a href="#val-approx_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal_scalar"><a href="#val-approx_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal"><a href="#val-approx_elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal_scalar"><a href="#val-approx_elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-float_to_elt"><a href="#val-float_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> float_to_elt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_float"><a href="#val-elt_to_float" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_float : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Real (owl-base.Owl_base_dense_ndarray_intf.Real)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_dense_ndarray_intf</a> &#x00BB; Real</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_dense_ndarray_intf.Real</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="optlabel">?amin</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?amax</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal"><a href="#val-approx_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal_scalar"><a href="#val-approx_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal"><a href="#val-approx_elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal_scalar"><a href="#val-approx_elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-float_to_elt"><a href="#val-float_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> float_to_elt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_float"><a href="#val-elt_to_float" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_float : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_dense_ndarray_s/index.html b/docs/owl-base/Owl_base_dense_ndarray_s/index.html
index 0f707f0ee..98ab48748 100644
--- a/docs/owl-base/Owl_base_dense_ndarray_s/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray_s/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_s (owl-base.Owl_base_dense_ndarray_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_s (owl-base.Owl_base_dense_ndarray_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span>
diff --git a/docs/owl-base/Owl_base_dense_ndarray_z/index.html b/docs/owl-base/Owl_base_dense_ndarray_z/index.html
index 7678daeb8..2cc2867c6 100644
--- a/docs/owl-base/Owl_base_dense_ndarray_z/index.html
+++ b/docs/owl-base/Owl_base_dense_ndarray_z/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_z (owl-base.Owl_base_dense_ndarray_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_z</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_dense_ndarray_z (owl-base.Owl_base_dense_ndarray_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_dense_ndarray_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_dense_ndarray_z</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span>
diff --git a/docs/owl-base/Owl_base_linalg_c/index.html b/docs/owl-base/Owl_base_linalg_c/index.html
index 5d9852fed..fb2a58356 100644
--- a/docs/owl-base/Owl_base_linalg_c/index.html
+++ b/docs/owl-base/Owl_base_linalg_c/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_c (owl-base.Owl_base_linalg_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_c</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_base_dense_matrix_c/index.html#type-mat">Owl_base_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_c (owl-base.Owl_base_linalg_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_c</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_base_dense_matrix_c/index.html#type-mat">Owl_base_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
   <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">Owl_base_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html">Owl_base_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
diff --git a/docs/owl-base/Owl_base_linalg_d/index.html b/docs/owl-base/Owl_base_linalg_d/index.html
index 5867659bf..d6f01e154 100644
--- a/docs/owl-base/Owl_base_linalg_d/index.html
+++ b/docs/owl-base/Owl_base_linalg_d/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_d (owl-base.Owl_base_linalg_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_base_dense_matrix_d/index.html#type-mat">Owl_base_dense_matrix_d.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../Owl_base_dense_matrix_z/index.html#type-mat">Owl_base_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_d (owl-base.Owl_base_linalg_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_base_dense_matrix_d/index.html#type-mat">Owl_base_dense_matrix_d.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../Owl_base_dense_matrix_z/index.html#type-mat">Owl_base_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
   <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">Owl_base_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html">Owl_base_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
diff --git a/docs/owl-base/Owl_base_linalg_generic/index.html b/docs/owl-base/Owl_base_linalg_generic/index.html
index 1c3cd53c2..94e29e144 100644
--- a/docs/owl-base/Owl_base_linalg_generic/index.html
+++ b/docs/owl-base/Owl_base_linalg_generic/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_generic (owl-base.Owl_base_linalg_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_generic</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#types-and-constants">Types and constants</a></li><li><a href="#basic-functions">Basic functions</a></li><li><a href="#check-matrix-types">Check matrix types</a></li><li><a href="#factorisation">Factorisation</a></li><li><a href="#linear-system-of-equations">Linear system of equations</a></li><li><a href="#non-standard-functions">Non-standard functions</a></li></ul></nav><div class="odoc-content"><h6 id="types-and-constants"><a href="#types-and-constants" class="anchor"></a>Types and constants</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_base_dense_ndarray_generic/index.html#type-t">Owl_base_dense_ndarray_generic.t</a></span></span></code></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>inv x</code> calculates the inverse of an invertible square matrix <code>x</code> such that <code>x *@ x = I</code> wherein <code>I</code> is an identity matrix. (If <code>x</code> is singular, <code>inv</code> will return a useless result.)</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-det"><a href="#val-det" class="anchor"></a><code><span><span class="keyword">val</span> det : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>det x</code> computes the determinant of a square matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><h6 id="check-matrix-types"><a href="#check-matrix-types" class="anchor"></a>Check matrix types</h6><div class="odoc-spec"><div class="spec value anchored" id="val-is_tril"><a href="#val-is_tril" class="anchor"></a><code><span><span class="keyword">val</span> is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_tril x</code> returns <code>true</code> if <code>x</code> is lower triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_triu"><a href="#val-is_triu" class="anchor"></a><code><span><span class="keyword">val</span> is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_triu x</code> returns <code>true</code> if <code>x</code> is upper triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_diag"><a href="#val-is_diag" class="anchor"></a><code><span><span class="keyword">val</span> is_diag : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_diag x</code> returns <code>true</code> if <code>x</code> is diagonal otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_symmetric"><a href="#val-is_symmetric" class="anchor"></a><code><span><span class="keyword">val</span> is_symmetric : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_symmetric x</code> returns <code>true</code> if <code>x</code> is symmetric otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_hermitian"><a href="#val-is_hermitian" class="anchor"></a><code><span><span class="keyword">val</span> is_hermitian : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_hermitian x</code> returns <code>true</code> if <code>x</code> is hermitian otherwise <code>false</code>.</p></div></div><h6 id="factorisation"><a href="#factorisation" class="anchor"></a>Factorisation</h6><div class="odoc-spec"><div class="spec value anchored" id="val-lu"><a href="#val-lu" class="anchor"></a><code><span><span class="keyword">val</span> lu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span>int array</span></span></code></div><div class="spec-doc"><p><code>lu x -&gt; (l, u, ipiv)</code> calculates LU decomposition of <code>x</code>. The pivoting is used by default.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_generic (owl-base.Owl_base_linalg_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_generic</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#types-and-constants">Types and constants</a></li><li><a href="#basic-functions">Basic functions</a></li><li><a href="#check-matrix-types">Check matrix types</a></li><li><a href="#factorisation">Factorisation</a></li><li><a href="#linear-system-of-equations">Linear system of equations</a></li><li><a href="#non-standard-functions">Non-standard functions</a></li></ul></nav><div class="odoc-content"><h6 id="types-and-constants"><a href="#types-and-constants" class="anchor"></a>Types and constants</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_base_dense_ndarray_generic/index.html#type-t">Owl_base_dense_ndarray_generic.t</a></span></span></code></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>inv x</code> calculates the inverse of an invertible square matrix <code>x</code> such that <code>x *@ x = I</code> wherein <code>I</code> is an identity matrix. (If <code>x</code> is singular, <code>inv</code> will return a useless result.)</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-det"><a href="#val-det" class="anchor"></a><code><span><span class="keyword">val</span> det : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>det x</code> computes the determinant of a square matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><h6 id="check-matrix-types"><a href="#check-matrix-types" class="anchor"></a>Check matrix types</h6><div class="odoc-spec"><div class="spec value anchored" id="val-is_tril"><a href="#val-is_tril" class="anchor"></a><code><span><span class="keyword">val</span> is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_tril x</code> returns <code>true</code> if <code>x</code> is lower triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_triu"><a href="#val-is_triu" class="anchor"></a><code><span><span class="keyword">val</span> is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_triu x</code> returns <code>true</code> if <code>x</code> is upper triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_diag"><a href="#val-is_diag" class="anchor"></a><code><span><span class="keyword">val</span> is_diag : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_diag x</code> returns <code>true</code> if <code>x</code> is diagonal otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_symmetric"><a href="#val-is_symmetric" class="anchor"></a><code><span><span class="keyword">val</span> is_symmetric : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_symmetric x</code> returns <code>true</code> if <code>x</code> is symmetric otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_hermitian"><a href="#val-is_hermitian" class="anchor"></a><code><span><span class="keyword">val</span> is_hermitian : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_hermitian x</code> returns <code>true</code> if <code>x</code> is hermitian otherwise <code>false</code>.</p></div></div><h6 id="factorisation"><a href="#factorisation" class="anchor"></a>Factorisation</h6><div class="odoc-spec"><div class="spec value anchored" id="val-lu"><a href="#val-lu" class="anchor"></a><code><span><span class="keyword">val</span> lu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span>int array</span></span></code></div><div class="spec-doc"><p><code>lu x -&gt; (l, u, ipiv)</code> calculates LU decomposition of <code>x</code>. The pivoting is used by default.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?pivot</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_base_linalg_intf/index.html b/docs/owl-base/Owl_base_linalg_intf/index.html
index cf4b26395..e26c2781d 100644
--- a/docs/owl-base/Owl_base_linalg_intf/index.html
+++ b/docs/owl-base/Owl_base_linalg_intf/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_intf (owl-base.Owl_base_linalg_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Real"><a href="#module-type-Real" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Real/index.html">Real</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_intf (owl-base.Owl_base_linalg_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Real"><a href="#module-type-Real" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Real/index.html">Real</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_linalg_intf/module-type-Common/index.html b/docs/owl-base/Owl_base_linalg_intf/module-type-Common/index.html
index 2dec38bda..2fc9d3d60 100644
--- a/docs/owl-base/Owl_base_linalg_intf/module-type-Common/index.html
+++ b/docs/owl-base/Owl_base_linalg_intf/module-type-Common/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl-base.Owl_base_linalg_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_linalg_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_linalg_intf.Common</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#basic-functions">Basic functions</a></li><li><a href="#factorisation">Factorisation</a></li><li><a href="#linear-system-of-equations">Linear system of equations</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span></code></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-det"><a href="#val-det" class="anchor"></a><code><span><span class="keyword">val</span> det : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_triu"><a href="#val-is_triu" class="anchor"></a><code><span><span class="keyword">val</span> is_triu : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_tril"><a href="#val-is_tril" class="anchor"></a><code><span><span class="keyword">val</span> is_tril : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_symmetric"><a href="#val-is_symmetric" class="anchor"></a><code><span><span class="keyword">val</span> is_symmetric : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_diag"><a href="#val-is_diag" class="anchor"></a><code><span><span class="keyword">val</span> is_diag : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="factorisation"><a href="#factorisation" class="anchor"></a>Factorisation</h6><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?pivot</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a> * <a href="#type-int32_mat">int32_mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="linear-system-of-equations"><a href="#linear-system-of-equations" class="anchor"></a>Linear system of equations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl-base.Owl_base_linalg_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_linalg_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_linalg_intf.Common</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#basic-functions">Basic functions</a></li><li><a href="#factorisation">Factorisation</a></li><li><a href="#linear-system-of-equations">Linear system of equations</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span></code></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-det"><a href="#val-det" class="anchor"></a><code><span><span class="keyword">val</span> det : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_triu"><a href="#val-is_triu" class="anchor"></a><code><span><span class="keyword">val</span> is_triu : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_tril"><a href="#val-is_tril" class="anchor"></a><code><span><span class="keyword">val</span> is_tril : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_symmetric"><a href="#val-is_symmetric" class="anchor"></a><code><span><span class="keyword">val</span> is_symmetric : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_diag"><a href="#val-is_diag" class="anchor"></a><code><span><span class="keyword">val</span> is_diag : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="factorisation"><a href="#factorisation" class="anchor"></a>Factorisation</h6><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?pivot</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a> * <a href="#type-int32_mat">int32_mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="linear-system-of-equations"><a href="#linear-system-of-equations" class="anchor"></a>Linear system of equations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `direct</span> <span>| `bilinear</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_base_linalg_intf/module-type-Real/index.html b/docs/owl-base/Owl_base_linalg_intf/module-type-Real/index.html
index d81d7e817..9c8db3190 100644
--- a/docs/owl-base/Owl_base_linalg_intf/module-type-Real/index.html
+++ b/docs/owl-base/Owl_base_linalg_intf/module-type-Real/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Real (owl-base.Owl_base_linalg_intf.Real)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_linalg_intf</a> &#x00BB; Real</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_linalg_intf.Real</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Real (owl-base.Owl_base_linalg_intf.Real)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_base_linalg_intf</a> &#x00BB; Real</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_base_linalg_intf.Real</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_linalg_s/index.html b/docs/owl-base/Owl_base_linalg_s/index.html
index 32e818d48..235c01f4c 100644
--- a/docs/owl-base/Owl_base_linalg_s/index.html
+++ b/docs/owl-base/Owl_base_linalg_s/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_s (owl-base.Owl_base_linalg_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_base_dense_matrix_s/index.html#type-mat">Owl_base_dense_matrix_s.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../Owl_base_dense_matrix_c/index.html#type-mat">Owl_base_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_s (owl-base.Owl_base_linalg_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_base_dense_matrix_s/index.html#type-mat">Owl_base_dense_matrix_s.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../Owl_base_dense_matrix_c/index.html#type-mat">Owl_base_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
   <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">Owl_base_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html">Owl_base_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
diff --git a/docs/owl-base/Owl_base_linalg_z/index.html b/docs/owl-base/Owl_base_linalg_z/index.html
index 1d875972c..b7849bbf0 100644
--- a/docs/owl-base/Owl_base_linalg_z/index.html
+++ b/docs/owl-base/Owl_base_linalg_z/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_z (owl-base.Owl_base_linalg_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_z</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_base_dense_matrix_z/index.html#type-mat">Owl_base_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_linalg_z (owl-base.Owl_base_linalg_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_linalg_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_linalg_z</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_base_dense_matrix_z/index.html#type-mat">Owl_base_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> =
   <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_base_dense_matrix_generic/index.html#type-t">Owl_base_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html">Owl_base_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_base_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
diff --git a/docs/owl-base/Owl_base_maths/index.html b/docs/owl-base/Owl_base_maths/index.html
index ee98fa4c6..4c5307b3c 100644
--- a/docs/owl-base/Owl_base_maths/index.html
+++ b/docs/owl-base/Owl_base_maths/index.html
@@ -1,2 +1,19 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_maths (owl-base.Owl_base_maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_maths</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_maths</span></code></h1><p>Maths: fundamental and advanced mathematical functions.</p></header><nav class="odoc-toc"><ul><li><a href="#basic-functions">Basic functions</a></li><li><a href="#error-functions">Error functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>add x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sub x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>mul x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>div x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>fmod x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>atan2 x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>hypot x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>abs x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>neg x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reci"><a href="#val-reci" class="anchor"></a><code><span><span class="keyword">val</span> reci : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>reci x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>floor x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ceil x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>round x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trunc"><a href="#val-trunc" class="anchor"></a><code><span><span class="keyword">val</span> trunc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>trunc x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fix"><a href="#val-fix" class="anchor"></a><code><span><span class="keyword">val</span> fix : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>fix x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sqr x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sqrt x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cbrt"><a href="#val-cbrt" class="anchor"></a><code><span><span class="keyword">val</span> cbrt : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cbrt x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>pow x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp2"><a href="#val-exp2" class="anchor"></a><code><span><span class="keyword">val</span> exp2 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp2 x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp10"><a href="#val-exp10" class="anchor"></a><code><span><span class="keyword">val</span> exp10 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp10 x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expm1"><a href="#val-expm1" class="anchor"></a><code><span><span class="keyword">val</span> expm1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>expm1 x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log2 x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log10 x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1p"><a href="#val-log1p" class="anchor"></a><code><span><span class="keyword">val</span> log1p : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1p x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sigmod x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>signum x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>softsign x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>softplus x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>relu x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>dawsn x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sin x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cos x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>tan x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cot"><a href="#val-cot" class="anchor"></a><code><span><span class="keyword">val</span> cot : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cot x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sec"><a href="#val-sec" class="anchor"></a><code><span><span class="keyword">val</span> sec : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sec x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csc"><a href="#val-csc" class="anchor"></a><code><span><span class="keyword">val</span> csc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>csc x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>asin x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>acos x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>atan x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acot"><a href="#val-acot" class="anchor"></a><code><span><span class="keyword">val</span> acot : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cot x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asec"><a href="#val-asec" class="anchor"></a><code><span><span class="keyword">val</span> asec : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sec x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsc"><a href="#val-acsc" class="anchor"></a><code><span><span class="keyword">val</span> acsc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>csc x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sinh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cosh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>tanh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>asinh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>acosh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>atanh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acoth"><a href="#val-acoth" class="anchor"></a><code><span><span class="keyword">val</span> acoth : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>coth x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asech"><a href="#val-asech" class="anchor"></a><code><span><span class="keyword">val</span> asech : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sech x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsch"><a href="#val-acsch" class="anchor"></a><code><span><span class="keyword">val</span> acsch : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>csch x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-xlogy"><a href="#val-xlogy" class="anchor"></a><code><span><span class="keyword">val</span> xlogy : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>xlogy(x, y)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-xlog1py"><a href="#val-xlog1py" class="anchor"></a><code><span><span class="keyword">val</span> xlog1py : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>xlog1py(x, y)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logit"><a href="#val-logit" class="anchor"></a><code><span><span class="keyword">val</span> logit : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logit(x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expit"><a href="#val-expit" class="anchor"></a><code><span><span class="keyword">val</span> expit : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>expit(x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1mexp"><a href="#val-log1mexp" class="anchor"></a><code><span><span class="keyword">val</span> log1mexp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1mexp(x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1pexp"><a href="#val-log1pexp" class="anchor"></a><code><span><span class="keyword">val</span> log1pexp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1pexp(x)</code></p></div></div><h6 id="error-functions"><a href="#error-functions" class="anchor"></a>Error functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-erf"><a href="#val-erf" class="anchor"></a><code><span><span class="keyword">val</span> erf : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>erf(x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfc"><a href="#val-erfc" class="anchor"></a><code><span><span class="keyword">val</span> erfc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>erfc(x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfcx"><a href="#val-erfcx" class="anchor"></a><code><span><span class="keyword">val</span> erfcx : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>erfcx(x)</code></p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-is_nan"><a href="#val-is_nan" class="anchor"></a><code><span><span class="keyword">val</span> is_nan : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_nan x</code> returns <code>true</code> if <code>x</code> is <code>nan</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_inf"><a href="#val-is_inf" class="anchor"></a><code><span><span class="keyword">val</span> is_inf : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_inf x</code> returns <code>true</code> if <code>x</code> is <code>infinity</code> or <code>neg_infinity</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_normal"><a href="#val-is_normal" class="anchor"></a><code><span><span class="keyword">val</span> is_normal : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_normal x</code> returns <code>true</code> if <code>x</code> is a normal float number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_subnormal"><a href="#val-is_subnormal" class="anchor"></a><code><span><span class="keyword">val</span> is_subnormal : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_nan x</code> returns <code>true</code> if <code>x</code> is subnormal float number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_odd"><a href="#val-is_odd" class="anchor"></a><code><span><span class="keyword">val</span> is_odd : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_odd x</code> returns <code>true</code> if <code>x</code> is odd.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_even"><a href="#val-is_even" class="anchor"></a><code><span><span class="keyword">val</span> is_even : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_even x</code> returns <code>true</code> if <code>x</code> is even.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_pow2"><a href="#val-is_pow2" class="anchor"></a><code><span><span class="keyword">val</span> is_pow2 : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_pow2 x</code> return <code>true</code> if <code>x</code> is integer power of 2, e.g. 32, 64, etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_sign"><a href="#val-same_sign" class="anchor"></a><code><span><span class="keyword">val</span> same_sign : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_sign x y</code> returns <code>true</code> if <code>x</code> and <code>y</code> have the same sign, otherwise it returns <code>false</code>. Positive and negative zeros are special cases and always returns <code>true</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_simplex"><a href="#val-is_simplex" class="anchor"></a><code><span><span class="keyword">val</span> is_simplex : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_simplex x</code> checks whether <code>x</code> is simplex. In other words, :math:`\sum_i^K x_i = 1` and :math:`x_i \ge 0, \forall x_i \in <code>1,K</code>`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_int"><a href="#val-is_int" class="anchor"></a><code><span><span class="keyword">val</span> is_int : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_sqr"><a href="#val-is_sqr" class="anchor"></a><code><span><span class="keyword">val</span> is_sqr : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_sqr x</code> checks if <code>x</code> is the square of an integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mulmod"><a href="#val-mulmod" class="anchor"></a><code><span><span class="keyword">val</span> mulmod : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>mulmod a b m</code> computes (a*b) mod m.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-powmod"><a href="#val-powmod" class="anchor"></a><code><span><span class="keyword">val</span> powmod : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>powmod a b m</code> computes (a^b) mod m.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_prime"><a href="#val-is_prime" class="anchor"></a><code><span><span class="keyword">val</span> is_prime : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_prime x</code> returns <code>true</code> if <code>x</code> is a prime number. The function is deterministic for all numbers representable by an int. The function uses the Rabin–Miller primality test.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fermat_fact"><a href="#val-fermat_fact" class="anchor"></a><code><span><span class="keyword">val</span> fermat_fact : <span>int <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p><code>fermat_fact x</code> performs Fermat factorisation over <code>x</code>, i.e. into two roughly equal factors. <code>x</code> must be an odd number.</p></div></div></div></body></html>
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+</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_maths</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_maths</span></code></h1><p>Maths: fundamental and advanced mathematical functions.</p></header><nav class="odoc-toc"><ul><li><a href="#basic-functions">Basic functions</a></li><li><a href="#error-functions">Error functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>add x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sub x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>mul x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>div x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>fmod x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>atan2 x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>hypot x y</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>abs x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>neg x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reci"><a href="#val-reci" class="anchor"></a><code><span><span class="keyword">val</span> reci : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>reci x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>floor x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ceil x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>round x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trunc"><a href="#val-trunc" class="anchor"></a><code><span><span class="keyword">val</span> trunc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>trunc x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fix"><a href="#val-fix" class="anchor"></a><code><span><span class="keyword">val</span> fix : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>fix x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sqr x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sqrt x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cbrt"><a href="#val-cbrt" class="anchor"></a><code><span><span class="keyword">val</span> cbrt : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cbrt x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>pow x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp2"><a href="#val-exp2" class="anchor"></a><code><span><span class="keyword">val</span> exp2 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp2 x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp10"><a href="#val-exp10" class="anchor"></a><code><span><span class="keyword">val</span> exp10 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp10 x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expm1"><a href="#val-expm1" class="anchor"></a><code><span><span class="keyword">val</span> expm1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>expm1 x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log2 x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log10 x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1p"><a href="#val-log1p" class="anchor"></a><code><span><span class="keyword">val</span> log1p : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1p x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sigmod x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>signum x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>softsign x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>softplus x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>relu x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>dawsn x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sin x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cos x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>tan x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cot"><a href="#val-cot" class="anchor"></a><code><span><span class="keyword">val</span> cot : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cot x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sec"><a href="#val-sec" class="anchor"></a><code><span><span class="keyword">val</span> sec : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sec x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csc"><a href="#val-csc" class="anchor"></a><code><span><span class="keyword">val</span> csc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>csc x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>asin x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>acos x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>atan x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acot"><a href="#val-acot" class="anchor"></a><code><span><span class="keyword">val</span> acot : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cot x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asec"><a href="#val-asec" class="anchor"></a><code><span><span class="keyword">val</span> asec : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sec x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsc"><a href="#val-acsc" class="anchor"></a><code><span><span class="keyword">val</span> acsc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>csc x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sinh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cosh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>tanh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>asinh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>acosh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>atanh x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acoth"><a href="#val-acoth" class="anchor"></a><code><span><span class="keyword">val</span> acoth : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>coth x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asech"><a href="#val-asech" class="anchor"></a><code><span><span class="keyword">val</span> asech : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sech x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsch"><a href="#val-acsch" class="anchor"></a><code><span><span class="keyword">val</span> acsch : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>csch x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-xlogy"><a href="#val-xlogy" class="anchor"></a><code><span><span class="keyword">val</span> xlogy : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>xlogy(x, y)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-xlog1py"><a href="#val-xlog1py" class="anchor"></a><code><span><span class="keyword">val</span> xlog1py : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>xlog1py(x, y)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logit"><a href="#val-logit" class="anchor"></a><code><span><span class="keyword">val</span> logit : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logit(x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expit"><a href="#val-expit" class="anchor"></a><code><span><span class="keyword">val</span> expit : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>expit(x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1mexp"><a href="#val-log1mexp" class="anchor"></a><code><span><span class="keyword">val</span> log1mexp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1mexp(x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1pexp"><a href="#val-log1pexp" class="anchor"></a><code><span><span class="keyword">val</span> log1pexp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1pexp(x)</code></p></div></div><h6 id="error-functions"><a href="#error-functions" class="anchor"></a>Error functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-erf"><a href="#val-erf" class="anchor"></a><code><span><span class="keyword">val</span> erf : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>erf(x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfc"><a href="#val-erfc" class="anchor"></a><code><span><span class="keyword">val</span> erfc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>erfc(x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfcx"><a href="#val-erfcx" class="anchor"></a><code><span><span class="keyword">val</span> erfcx : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>erfcx(x)</code></p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-is_nan"><a href="#val-is_nan" class="anchor"></a><code><span><span class="keyword">val</span> is_nan : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_nan x</code> returns <code>true</code> if <code>x</code> is <code>nan</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_inf"><a href="#val-is_inf" class="anchor"></a><code><span><span class="keyword">val</span> is_inf : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_inf x</code> returns <code>true</code> if <code>x</code> is <code>infinity</code> or <code>neg_infinity</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_normal"><a href="#val-is_normal" class="anchor"></a><code><span><span class="keyword">val</span> is_normal : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_normal x</code> returns <code>true</code> if <code>x</code> is a normal float number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_subnormal"><a href="#val-is_subnormal" class="anchor"></a><code><span><span class="keyword">val</span> is_subnormal : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_nan x</code> returns <code>true</code> if <code>x</code> is subnormal float number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_odd"><a href="#val-is_odd" class="anchor"></a><code><span><span class="keyword">val</span> is_odd : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_odd x</code> returns <code>true</code> if <code>x</code> is odd.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_even"><a href="#val-is_even" class="anchor"></a><code><span><span class="keyword">val</span> is_even : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_even x</code> returns <code>true</code> if <code>x</code> is even.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_pow2"><a href="#val-is_pow2" class="anchor"></a><code><span><span class="keyword">val</span> is_pow2 : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_pow2 x</code> return <code>true</code> if <code>x</code> is integer power of 2, e.g. 32, 64, etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_sign"><a href="#val-same_sign" class="anchor"></a><code><span><span class="keyword">val</span> same_sign : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_sign x y</code> returns <code>true</code> if <code>x</code> and <code>y</code> have the same sign, otherwise it returns <code>false</code>. Positive and negative zeros are special cases and always returns <code>true</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_simplex"><a href="#val-is_simplex" class="anchor"></a><code><span><span class="keyword">val</span> is_simplex : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_simplex x</code> checks whether <code>x</code> is simplex. In other words, <code class="odoc-katex-math">\sum_i^K x_i = 1</code> and <code class="odoc-katex-math">x_i \ge 0, \forall x_i \in [1,K]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_int"><a href="#val-is_int" class="anchor"></a><code><span><span class="keyword">val</span> is_int : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_sqr"><a href="#val-is_sqr" class="anchor"></a><code><span><span class="keyword">val</span> is_sqr : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_sqr x</code> checks if <code>x</code> is the square of an integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mulmod"><a href="#val-mulmod" class="anchor"></a><code><span><span class="keyword">val</span> mulmod : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>mulmod a b m</code> computes (a*b) mod m.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-powmod"><a href="#val-powmod" class="anchor"></a><code><span><span class="keyword">val</span> powmod : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>powmod a b m</code> computes (a^b) mod m.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_prime"><a href="#val-is_prime" class="anchor"></a><code><span><span class="keyword">val</span> is_prime : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_prime x</code> returns <code>true</code> if <code>x</code> is a prime number. The function is deterministic for all numbers representable by an int. The function uses the Rabin–Miller primality test.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fermat_fact"><a href="#val-fermat_fact" class="anchor"></a><code><span><span class="keyword">val</span> fermat_fact : <span>int <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p><code>fermat_fact x</code> performs Fermat factorisation over <code>x</code>, i.e. into two roughly equal factors. <code>x</code> must be an odd number.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_slicing/index.html b/docs/owl-base/Owl_base_slicing/index.html
index a09968b90..65d3d0395 100644
--- a/docs/owl-base/Owl_base_slicing/index.html
+++ b/docs/owl-base/Owl_base_slicing/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_slicing (owl-base.Owl_base_slicing)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_slicing</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_slicing</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sdlist_to_sdarray"><a href="#val-sdlist_to_sdarray" class="anchor"></a><code><span><span class="keyword">val</span> sdlist_to_sdarray : <span><span><a href="../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Owl_types/index.html#type-index_">Owl_types.index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sdarray_to_sdarray"><a href="#val-sdarray_to_sdarray" class="anchor"></a><code><span><span class="keyword">val</span> sdarray_to_sdarray : <span><span><a href="../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Owl_types/index.html#type-index_">Owl_types.index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_basic_slicing"><a href="#val-is_basic_slicing" class="anchor"></a><code><span><span class="keyword">val</span> is_basic_slicing : <span><span><a href="../Owl_types/index.html#type-index_">Owl_types.index_</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-check_slice_definition"><a href="#val-check_slice_definition" class="anchor"></a><code><span><span class="keyword">val</span> check_slice_definition : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_slicing (owl-base.Owl_base_slicing)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_slicing</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_slicing</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sdlist_to_sdarray"><a href="#val-sdlist_to_sdarray" class="anchor"></a><code><span><span class="keyword">val</span> sdlist_to_sdarray : <span><span><a href="../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Owl_types/index.html#type-index_">Owl_types.index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sdarray_to_sdarray"><a href="#val-sdarray_to_sdarray" class="anchor"></a><code><span><span class="keyword">val</span> sdarray_to_sdarray : <span><span><a href="../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Owl_types/index.html#type-index_">Owl_types.index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_basic_slicing"><a href="#val-is_basic_slicing" class="anchor"></a><code><span><span class="keyword">val</span> is_basic_slicing : <span><span><a href="../Owl_types/index.html#type-index_">Owl_types.index_</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-check_slice_definition"><a href="#val-check_slice_definition" class="anchor"></a><code><span><span class="keyword">val</span> check_slice_definition : 
   <span><span><a href="../Owl_types/index.html#type-index_">Owl_types.index_</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Owl_types/index.html#type-index_">Owl_types.index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_continuous_blksz"><a href="#val-calc_continuous_blksz" class="anchor"></a><code><span><span class="keyword">val</span> calc_continuous_blksz : <span><span><a href="../Owl_types/index.html#type-index_">Owl_types.index_</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_slice_shape"><a href="#val-calc_slice_shape" class="anchor"></a><code><span><span class="keyword">val</span> calc_slice_shape : <span><span><a href="../Owl_types/index.html#type-index_">Owl_types.index_</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-__foreach_continuous_blk"><a href="#val-__foreach_continuous_blk" class="anchor"></a><code><span><span class="keyword">val</span> __foreach_continuous_blk : 
diff --git a/docs/owl-base/Owl_base_stats/index.html b/docs/owl-base/Owl_base_stats/index.html
index 7a32986cf..22339eda8 100644
--- a/docs/owl-base/Owl_base_stats/index.html
+++ b/docs/owl-base/Owl_base_stats/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats (owl-base.Owl_base_stats)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats</span></code></h1><p>Statistics: random number generators, PDF and CDF functions, and hypothesis tests. The module also includes some basic statistical functions such as mean, variance, skew, and etc.</p></header><nav class="odoc-toc"><ul><li><a href="#randomisation-functions">Randomisation functions</a></li><li><a href="#basic-statistical-functions">Basic statistical functions</a></li><li><a href="#random-variables">Random variables</a></li></ul></nav><div class="odoc-content"><h6 id="randomisation-functions"><a href="#randomisation-functions" class="anchor"></a>Randomisation functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shuffle"><a href="#val-shuffle" class="anchor"></a><code><span><span class="keyword">val</span> shuffle : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-choose"><a href="#val-choose" class="anchor"></a><code><span><span class="keyword">val</span> choose : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><h6 id="basic-statistical-functions"><a href="#basic-statistical-functions" class="anchor"></a>Basic statistical functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-var"><a href="#val-var" class="anchor"></a><code><span><span class="keyword">val</span> var : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std"><a href="#val-std" class="anchor"></a><code><span><span class="keyword">val</span> std : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sem"><a href="#val-sem" class="anchor"></a><code><span><span class="keyword">val</span> sem : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-absdev"><a href="#val-absdev" class="anchor"></a><code><span><span class="keyword">val</span> absdev : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-skew"><a href="#val-skew" class="anchor"></a><code><span><span class="keyword">val</span> skew : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sd</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kurtosis"><a href="#val-kurtosis" class="anchor"></a><code><span><span class="keyword">val</span> kurtosis : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sd</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-central_moment"><a href="#val-central_moment" class="anchor"></a><code><span><span class="keyword">val</span> central_moment : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cov"><a href="#val-cov" class="anchor"></a><code><span><span class="keyword">val</span> cov : <span><span class="optlabel">?m0</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?m1</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concordant"><a href="#val-concordant" class="anchor"></a><code><span><span class="keyword">val</span> concordant : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discordant"><a href="#val-discordant" class="anchor"></a><code><span><span class="keyword">val</span> discordant : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kendall_tau"><a href="#val-kendall_tau" class="anchor"></a><code><span><span class="keyword">val</span> kendall_tau : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minmax"><a href="#val-minmax" class="anchor"></a><code><span><span class="keyword">val</span> minmax : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_i"><a href="#val-min_i" class="anchor"></a><code><span><span class="keyword">val</span> min_i : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_i"><a href="#val-max_i" class="anchor"></a><code><span><span class="keyword">val</span> max_i : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minmax_i"><a href="#val-minmax_i" class="anchor"></a><code><span><span class="keyword">val</span> minmax_i : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><span class="optlabel">?inc</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : <span><span class="optlabel">?inc</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rank"><a href="#val-rank" class="anchor"></a><code><span><span class="keyword">val</span> rank : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats (owl-base.Owl_base_stats)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats</span></code></h1><p>Statistics: random number generators, PDF and CDF functions, and hypothesis tests. The module also includes some basic statistical functions such as mean, variance, skew, and etc.</p></header><nav class="odoc-toc"><ul><li><a href="#randomisation-functions">Randomisation functions</a></li><li><a href="#basic-statistical-functions">Basic statistical functions</a></li><li><a href="#random-variables">Random variables</a></li></ul></nav><div class="odoc-content"><h6 id="randomisation-functions"><a href="#randomisation-functions" class="anchor"></a>Randomisation functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shuffle"><a href="#val-shuffle" class="anchor"></a><code><span><span class="keyword">val</span> shuffle : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-choose"><a href="#val-choose" class="anchor"></a><code><span><span class="keyword">val</span> choose : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><h6 id="basic-statistical-functions"><a href="#basic-statistical-functions" class="anchor"></a>Basic statistical functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-var"><a href="#val-var" class="anchor"></a><code><span><span class="keyword">val</span> var : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std"><a href="#val-std" class="anchor"></a><code><span><span class="keyword">val</span> std : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sem"><a href="#val-sem" class="anchor"></a><code><span><span class="keyword">val</span> sem : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-absdev"><a href="#val-absdev" class="anchor"></a><code><span><span class="keyword">val</span> absdev : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-skew"><a href="#val-skew" class="anchor"></a><code><span><span class="keyword">val</span> skew : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sd</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kurtosis"><a href="#val-kurtosis" class="anchor"></a><code><span><span class="keyword">val</span> kurtosis : <span><span class="optlabel">?mean</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sd</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-central_moment"><a href="#val-central_moment" class="anchor"></a><code><span><span class="keyword">val</span> central_moment : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cov"><a href="#val-cov" class="anchor"></a><code><span><span class="keyword">val</span> cov : <span><span class="optlabel">?m0</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?m1</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concordant"><a href="#val-concordant" class="anchor"></a><code><span><span class="keyword">val</span> concordant : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discordant"><a href="#val-discordant" class="anchor"></a><code><span><span class="keyword">val</span> discordant : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kendall_tau"><a href="#val-kendall_tau" class="anchor"></a><code><span><span class="keyword">val</span> kendall_tau : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minmax"><a href="#val-minmax" class="anchor"></a><code><span><span class="keyword">val</span> minmax : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_i"><a href="#val-min_i" class="anchor"></a><code><span><span class="keyword">val</span> min_i : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_i"><a href="#val-max_i" class="anchor"></a><code><span><span class="keyword">val</span> max_i : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minmax_i"><a href="#val-minmax_i" class="anchor"></a><code><span><span class="keyword">val</span> minmax_i : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><span class="optlabel">?inc</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : <span><span class="optlabel">?inc</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rank"><a href="#val-rank" class="anchor"></a><code><span><span class="keyword">val</span> rank : 
   <span><span class="optlabel">?ties_strategy</span>:<span>[ `Average <span>| `Min</span> <span>| `Max</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span>
   <span>float array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-percentile"><a href="#val-percentile" class="anchor"></a><code><span><span class="keyword">val</span> percentile : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-quantile"><a href="#val-quantile" class="anchor"></a><code><span><span class="keyword">val</span> quantile : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-first_quartile"><a href="#val-first_quartile" class="anchor"></a><code><span><span class="keyword">val</span> first_quartile : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-third_quartile"><a href="#val-third_quartile" class="anchor"></a><code><span><span class="keyword">val</span> third_quartile : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-interquartile"><a href="#val-interquartile" class="anchor"></a><code><span><span class="keyword">val</span> interquartile : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-median"><a href="#val-median" class="anchor"></a><code><span><span class="keyword">val</span> median : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-histogram"><a href="#type-histogram" class="anchor"></a><code><span><span class="keyword">type</span> histogram</span><span> = </span><span>{</span></code><ol><li id="type-histogram.bins" class="def record field anchored"><a href="#type-histogram.bins" class="anchor"></a><code><span>bins : <span>float array</span>;</span></code></li><li id="type-histogram.counts" class="def record field anchored"><a href="#type-histogram.counts" class="anchor"></a><code><span>counts : <span>int array</span>;</span></code></li><li id="type-histogram.weighted_counts" class="def record field anchored"><a href="#type-histogram.weighted_counts" class="anchor"></a><code><span>weighted_counts : <span><span>float array</span> option</span>;</span></code></li><li id="type-histogram.normalised_counts" class="def record field anchored"><a href="#type-histogram.normalised_counts" class="anchor"></a><code><span>normalised_counts : <span><span>float array</span> option</span>;</span></code></li><li id="type-histogram.density" class="def record field anchored"><a href="#type-histogram.density" class="anchor"></a><code><span>density : <span><span>float array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_stats`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-histogram"><a href="#val-histogram" class="anchor"></a><code><span><span class="keyword">val</span> histogram : 
diff --git a/docs/owl-base/Owl_base_stats_dist_bernoulli/index.html b/docs/owl-base/Owl_base_stats_dist_bernoulli/index.html
index e2209c213..c50c087d7 100644
--- a/docs/owl-base/Owl_base_stats_dist_bernoulli/index.html
+++ b/docs/owl-base/Owl_base_stats_dist_bernoulli/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_bernoulli (owl-base.Owl_base_stats_dist_bernoulli)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_bernoulli</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_bernoulli</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli_rvs"><a href="#val-bernoulli_rvs" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli_rvs : <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_bernoulli (owl-base.Owl_base_stats_dist_bernoulli)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_bernoulli</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_bernoulli</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli_rvs"><a href="#val-bernoulli_rvs" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli_rvs : <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_stats_dist_cauchy/index.html b/docs/owl-base/Owl_base_stats_dist_cauchy/index.html
index f2cb2b011..22e7976f7 100644
--- a/docs/owl-base/Owl_base_stats_dist_cauchy/index.html
+++ b/docs/owl-base/Owl_base_stats_dist_cauchy/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_cauchy (owl-base.Owl_base_stats_dist_cauchy)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_cauchy</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_cauchy</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-std_cauchy_rvs"><a href="#val-std_cauchy_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_cauchy_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_rvs"><a href="#val-cauchy_rvs" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_cauchy (owl-base.Owl_base_stats_dist_cauchy)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_cauchy</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_cauchy</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-std_cauchy_rvs"><a href="#val-std_cauchy_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_cauchy_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_rvs"><a href="#val-cauchy_rvs" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_stats_dist_exponential/index.html b/docs/owl-base/Owl_base_stats_dist_exponential/index.html
index 9252429b4..81925d46a 100644
--- a/docs/owl-base/Owl_base_stats_dist_exponential/index.html
+++ b/docs/owl-base/Owl_base_stats_dist_exponential/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_exponential (owl-base.Owl_base_stats_dist_exponential)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_exponential</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_exponential</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-std_exponential_rvs"><a href="#val-std_exponential_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_exponential_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_rvs"><a href="#val-exponential_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponential_rvs : <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_exponential (owl-base.Owl_base_stats_dist_exponential)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_exponential</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_exponential</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-std_exponential_rvs"><a href="#val-std_exponential_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_exponential_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_rvs"><a href="#val-exponential_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponential_rvs : <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_stats_dist_gamma/index.html b/docs/owl-base/Owl_base_stats_dist_gamma/index.html
index 845896a32..abc2fb7ae 100644
--- a/docs/owl-base/Owl_base_stats_dist_gamma/index.html
+++ b/docs/owl-base/Owl_base_stats_dist_gamma/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_gamma (owl-base.Owl_base_stats_dist_gamma)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_gamma</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_gamma</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-std_gamma_rvs"><a href="#val-std_gamma_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_gamma_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_rvs"><a href="#val-gamma_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gamma_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_gamma (owl-base.Owl_base_stats_dist_gamma)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_gamma</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_gamma</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-std_gamma_rvs"><a href="#val-std_gamma_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_gamma_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_rvs"><a href="#val-gamma_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gamma_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_stats_dist_gaussian/index.html b/docs/owl-base/Owl_base_stats_dist_gaussian/index.html
index e8a1d8b7c..b7f73068e 100644
--- a/docs/owl-base/Owl_base_stats_dist_gaussian/index.html
+++ b/docs/owl-base/Owl_base_stats_dist_gaussian/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_gaussian (owl-base.Owl_base_stats_dist_gaussian)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_gaussian</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_gaussian</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-_u1"><a href="#val-_u1" class="anchor"></a><code><span><span class="keyword">val</span> _u1 : <span>float <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_u2"><a href="#val-_u2" class="anchor"></a><code><span><span class="keyword">val</span> _u2 : <span>float <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_case"><a href="#val-_case" class="anchor"></a><code><span><span class="keyword">val</span> _case : <span>bool <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_z0"><a href="#val-_z0" class="anchor"></a><code><span><span class="keyword">val</span> _z0 : <span>float <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_z1"><a href="#val-_z1" class="anchor"></a><code><span><span class="keyword">val</span> _z1 : <span>float <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_gaussian_rvs"><a href="#val-std_gaussian_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_gaussian_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_rvs"><a href="#val-gaussian_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_gaussian (owl-base.Owl_base_stats_dist_gaussian)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_gaussian</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_gaussian</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-_u1"><a href="#val-_u1" class="anchor"></a><code><span><span class="keyword">val</span> _u1 : <span>float <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_u2"><a href="#val-_u2" class="anchor"></a><code><span><span class="keyword">val</span> _u2 : <span>float <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_case"><a href="#val-_case" class="anchor"></a><code><span><span class="keyword">val</span> _case : <span>bool <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_z0"><a href="#val-_z0" class="anchor"></a><code><span><span class="keyword">val</span> _z0 : <span>float <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_z1"><a href="#val-_z1" class="anchor"></a><code><span><span class="keyword">val</span> _z1 : <span>float <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_gaussian_rvs"><a href="#val-std_gaussian_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_gaussian_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_rvs"><a href="#val-gaussian_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_stats_dist_gumbel1/index.html b/docs/owl-base/Owl_base_stats_dist_gumbel1/index.html
index 728761ff6..e38756893 100644
--- a/docs/owl-base/Owl_base_stats_dist_gumbel1/index.html
+++ b/docs/owl-base/Owl_base_stats_dist_gumbel1/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_gumbel1 (owl-base.Owl_base_stats_dist_gumbel1)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_gumbel1</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_gumbel1</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_rvs"><a href="#val-gumbel1_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_gumbel1 (owl-base.Owl_base_stats_dist_gumbel1)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_gumbel1</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_gumbel1</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_rvs"><a href="#val-gumbel1_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_stats_dist_gumbel2/index.html b/docs/owl-base/Owl_base_stats_dist_gumbel2/index.html
index df8a4c545..e4f9d6dfa 100644
--- a/docs/owl-base/Owl_base_stats_dist_gumbel2/index.html
+++ b/docs/owl-base/Owl_base_stats_dist_gumbel2/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_gumbel2 (owl-base.Owl_base_stats_dist_gumbel2)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_gumbel2</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_gumbel2</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_rvs"><a href="#val-gumbel2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_gumbel2 (owl-base.Owl_base_stats_dist_gumbel2)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_gumbel2</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_gumbel2</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_rvs"><a href="#val-gumbel2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_stats_dist_uniform/index.html b/docs/owl-base/Owl_base_stats_dist_uniform/index.html
index 628684a53..e690614d0 100644
--- a/docs/owl-base/Owl_base_stats_dist_uniform/index.html
+++ b/docs/owl-base/Owl_base_stats_dist_uniform/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_uniform (owl-base.Owl_base_stats_dist_uniform)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_uniform</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_uniform</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_int_rvs"><a href="#val-uniform_int_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_int_rvs : <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_uniform_rvs"><a href="#val-std_uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_uniform_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_rvs"><a href="#val-uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_dist_uniform (owl-base.Owl_base_stats_dist_uniform)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_dist_uniform</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_dist_uniform</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_int_rvs"><a href="#val-uniform_int_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_int_rvs : <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_uniform_rvs"><a href="#val-std_uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_uniform_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_rvs"><a href="#val-uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rand01_exclusive"><a href="#val-rand01_exclusive" class="anchor"></a><code><span><span class="keyword">val</span> rand01_exclusive : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_base_stats_prng/index.html b/docs/owl-base/Owl_base_stats_prng/index.html
index 66592c49e..a052e9e7d 100644
--- a/docs/owl-base/Owl_base_stats_prng/index.html
+++ b/docs/owl-base/Owl_base_stats_prng/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_prng (owl-base.Owl_base_stats_prng)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_prng</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_prng</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-self_init"><a href="#val-self_init" class="anchor"></a><code><span><span class="keyword">val</span> self_init : <span>unit <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_state"><a href="#val-get_state" class="anchor"></a><code><span><span class="keyword">val</span> get_state : <span>unit <span class="arrow">&#45;&gt;</span></span> <span class="xref-unresolved">Stdlib</span>.Random.State.t</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_state"><a href="#val-set_state" class="anchor"></a><code><span><span class="keyword">val</span> set_state : <span><span class="xref-unresolved">Stdlib</span>.Random.State.t <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_base_stats_prng (owl-base.Owl_base_stats_prng)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_base_stats_prng</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_base_stats_prng</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-self_init"><a href="#val-self_init" class="anchor"></a><code><span><span class="keyword">val</span> self_init : <span>unit <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_state"><a href="#val-get_state" class="anchor"></a><code><span><span class="keyword">val</span> get_state : <span>unit <span class="arrow">&#45;&gt;</span></span> <span class="xref-unresolved">Stdlib</span>.Random.State.t</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_state"><a href="#val-set_state" class="anchor"></a><code><span><span class="keyword">val</span> set_state : <span><span class="xref-unresolved">Stdlib</span>.Random.State.t <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation/index.html b/docs/owl-base/Owl_computation/index.html
index 7a4888a71..d5cf9e6a6 100644
--- a/docs/owl-base/Owl_computation/index.html
+++ b/docs/owl-base/Owl_computation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation (owl-base.Owl_computation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> Type</span><span> = <a href="../Owl_computation_type/index.html">Owl_computation_type</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> Shape</span><span> = <a href="../Owl_computation_shape/index.html">Owl_computation_shape</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> Symbol</span><span> = <a href="../Owl_computation_symbol/index.html">Owl_computation_symbol</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> Operator</span><span> = <a href="../Owl_computation_operator/index.html">Owl_computation_operator</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> Optimiser</span><span> = <a href="../Owl_computation_optimiser/index.html">Owl_computation_optimiser</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> Graph</span><span> = <a href="../Owl_computation_graph/index.html">Owl_computation_graph</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Engine"><a href="#module-Engine" class="anchor"></a><code><span><span class="keyword">module</span> Engine</span><span> = <a href="../Owl_computation_engine/index.html">Owl_computation_engine</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation (owl-base.Owl_computation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> Type</span><span> = <a href="../Owl_computation_type/index.html">Owl_computation_type</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> Shape</span><span> = <a href="../Owl_computation_shape/index.html">Owl_computation_shape</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> Symbol</span><span> = <a href="../Owl_computation_symbol/index.html">Owl_computation_symbol</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> Operator</span><span> = <a href="../Owl_computation_operator/index.html">Owl_computation_operator</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> Optimiser</span><span> = <a href="../Owl_computation_optimiser/index.html">Owl_computation_optimiser</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> Graph</span><span> = <a href="../Owl_computation_graph/index.html">Owl_computation_graph</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Engine"><a href="#module-Engine" class="anchor"></a><code><span><span class="keyword">module</span> Engine</span><span> = <a href="../Owl_computation_engine/index.html">Owl_computation_engine</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Linalg/index.html b/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Linalg/index.html
index 82b7750a1..60ab2278e 100644
--- a/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_device.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_device</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_device.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_device</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Mat/index.html b/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Mat/index.html
index c234a3a35..e236fb2be 100644
--- a/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_device.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_device</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_device.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_device</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Scalar/index.html b/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Scalar/index.html
index 375357424..bbebfed5e 100644
--- a/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_device.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_device</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_device.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_device</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/index.html b/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/index.html
index 20abd1c34..32656a756 100644
--- a/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/index.html
+++ b/docs/owl-base/Owl_computation_cpu_device/Make/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_device.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_device</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_device.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_device</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_device/Make/index.html b/docs/owl-base/Owl_computation_cpu_device/Make/index.html
index bcde10259..2f2d2b5e1 100644
--- a/docs/owl-base/Owl_computation_cpu_device/Make/index.html
+++ b/docs/owl-base/Owl_computation_cpu_device/Make/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_cpu_device.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_cpu_device</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_device.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> A</span><span> = <a href="argument-1-A/index.html">A</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span><span> = </span><span>{</span></code><ol><li id="type-device.device_type" class="def record field anchored"><a href="#type-device.device_type" class="anchor"></a><code><span>device_type : <a href="../../Owl_types/index.html#type-device_type">Owl_types.device_type</a>;</span></code></li><li id="type-device.initialised" class="def record field anchored"><a href="#type-device.initialised" class="anchor"></a><code><span>initialised : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span><span> = </span></code><ol><li id="type-value.ArrVal" class="def variant constructor anchored"><a href="#type-value.ArrVal" class="anchor"></a><code><span>| </span><span><span class="constructor">ArrVal</span> <span class="keyword">of</span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></li><li id="type-value.EltVal" class="def variant constructor anchored"><a href="#type-value.EltVal" class="anchor"></a><code><span>| </span><span><span class="constructor">EltVal</span> <span class="keyword">of</span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_cpu_device.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_cpu_device</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_device.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> A</span><span> = <a href="argument-1-A/index.html">A</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span><span> = </span><span>{</span></code><ol><li id="type-device.device_type" class="def record field anchored"><a href="#type-device.device_type" class="anchor"></a><code><span>device_type : <a href="../../Owl_types/index.html#type-device_type">Owl_types.device_type</a>;</span></code></li><li id="type-device.initialised" class="def record field anchored"><a href="#type-device.initialised" class="anchor"></a><code><span>initialised : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span><span> = </span></code><ol><li id="type-value.ArrVal" class="def variant constructor anchored"><a href="#type-value.ArrVal" class="anchor"></a><code><span>| </span><span><span class="constructor">ArrVal</span> <span class="keyword">of</span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></li><li id="type-value.EltVal" class="def variant constructor anchored"><a href="#type-value.EltVal" class="anchor"></a><code><span>| </span><span><span class="constructor">EltVal</span> <span class="keyword">of</span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_device/index.html b/docs/owl-base/Owl_computation_cpu_device/index.html
index 5c164271b..3d9f6ee25 100644
--- a/docs/owl-base/Owl_computation_cpu_device/index.html
+++ b/docs/owl-base/Owl_computation_cpu_device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_cpu_device (owl-base.Owl_computation_cpu_device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_cpu_device</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_device</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_cpu_device (owl-base.Owl_computation_cpu_device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_cpu_device</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_device</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Linalg/index.html
index 14e932ee5..d8fa74c65 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Mat/index.html
index 25e3d0db2..a81da2413 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Scalar/index.html
index 61d079b00..ba5faa801 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Scalar/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 4141f3927..b7a0ee2b3 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index e40f92056..cbd64fced 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index 38f025f64..3b89d1afc 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index c513b8766..a5f4b1dea 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <a href="../../../../../../../../../../Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html#type-arr">Make_Nested(Owl_computation_engine.Make_Graph(Owl_computation_cpu_device.Make(A))).Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> =
   <a href="../../../../../../../../../../Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html#type-elt">Make_Nested(Owl_computation_engine.Make_Graph(Owl_computation_cpu_device.Make(A))).Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index 0c515e567..838435674 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span><span> =
   <a href="../../../../../../../../../Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html#type-device">Make_Nested(Owl_computation_engine.Make_Graph(Owl_computation_cpu_device.Make(A))).Graph.Optimiser.Operator.Symbol.Shape.Type.Device.device</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span><span> =
   <a href="../../../../../../../../../Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html#type-value">Make_Nested(Owl_computation_engine.Make_Graph(Owl_computation_cpu_device.Make(A))).Graph.Optimiser.Operator.Symbol.Shape.Type.Device.value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
index be5dc173e..1fe864b3c 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../../../../../Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-state">Make_Nested(Owl_computation_engine.Make_Graph(Owl_computation_cpu_device.Make(A))).Graph.Optimiser.Operator.Symbol.Shape.Type.state</a></span><span> =
   </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> =
   <a href="../../../../../../../../Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-block">Make_Nested(Owl_computation_engine.Make_Graph(Owl_computation_cpu_device.Make(A))).Graph.Optimiser.Operator.Symbol.Shape.Type.block</a></span><span> =
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/index.html
index 30d41b300..e914303f9 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/index.html
index abc9c7a37..fc73c4d82 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/index.html
index e0724acbf..699420f38 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/Operator/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/index.html
index 0406cc9fa..5205de95c 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_cpu_engine.Make.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/index.html
index 6202f97b6..cedb987e7 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_cpu_engine.Make.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_cpu_engine.Make.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> =
   <a href="../../../Owl_computation_engine/Make_Graph/index.html#type-graph">Make_Nested(Owl_computation_engine.Make_Graph(Owl_computation_cpu_device.Make(A))).Graph.graph</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Linalg/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Linalg/index.html
index 0cb1f6aeb..b44d4a00e 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_engine.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_engine.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Mat/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Mat/index.html
index dd10358a1..c9b807aba 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_engine.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_engine.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Scalar/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Scalar/index.html
index 60814df9e..e6e732748 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_engine.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_engine.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/index.html
index 52a6c08d7..ea1cd09ec 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_engine.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_engine.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make/index.html
index c0b222a5c..30b0efee8 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_cpu_engine.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_cpu_engine</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_engine.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> Optimiser</span><span> = <a href="Graph/Optimiser/index.html">Graph.Optimiser</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_cpu_engine.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_cpu_engine</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_engine.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> Optimiser</span><span> = <a href="Graph/Optimiser/index.html">Graph.Optimiser</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> =
   <a href="../../Owl_computation_engine/Make_Graph/index.html#type-graph">Make_Nested(Owl_computation_engine.Make_Graph(Owl_computation_cpu_device.Make(A))).Graph.graph</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Eval/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Eval/index.html
index 0706fabc2..a49530bbb 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Eval/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Eval/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>CG_Eval (owl-base.Owl_computation_cpu_engine.Make_Nested.CG_Eval)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../index.html">Make_Nested</a> &#x00BB; CG_Eval</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Nested.CG_Eval</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_opt"><a href="#val-invalidate_opt" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_opt : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>CG_Eval (owl-base.Owl_computation_cpu_engine.Make_Nested.CG_Eval)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../index.html">Make_Nested</a> &#x00BB; CG_Eval</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Nested.CG_Eval</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_opt"><a href="#val-invalidate_opt" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_opt : 
   <span><span><span><a href="../argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> option</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_validity"><a href="#val-update_validity" class="anchor"></a><code><span><span class="keyword">val</span> update_validity : 
   <span><span><a href="../argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Init/MultiMap/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Init/MultiMap/index.html
index 58ce5e119..b95a7ef46 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Init/MultiMap/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Init/MultiMap/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MultiMap (owl-base.Owl_computation_cpu_engine.Make_Nested.CG_Init.MultiMap)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make_Nested</a> &#x00BB; <a href="../index.html">CG_Init</a> &#x00BB; MultiMap</nav><header class="odoc-preamble"><h1>Module <code><span>CG_Init.MultiMap</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-key"><a href="#type-key" class="anchor"></a><code><span><span class="keyword">type</span> key</span><span> = int</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span><span> = <span><span class="type-var">'a</span> <a href="../../../../Owl_computation_cpu_init/Make/MultiMap/index.html#type-t">Owl_computation_cpu_init.Make(Graph).MultiMap.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_empty"><a href="#val-is_empty" class="anchor"></a><code><span><span class="keyword">val</span> is_empty : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mem"><a href="#val-mem" class="anchor"></a><code><span><span class="keyword">val</span> mem : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove"><a href="#val-remove" class="anchor"></a><code><span><span class="keyword">val</span> remove : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find"><a href="#val-find" class="anchor"></a><code><span><span class="keyword">val</span> find : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_binding"><a href="#val-max_binding" class="anchor"></a><code><span><span class="keyword">val</span> max_binding : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-key">key</a> * <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find_first_opt"><a href="#val-find_first_opt" class="anchor"></a><code><span><span class="keyword">val</span> find_first_opt : <span><span>(<span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-key">key</a> * <span class="type-var">'a</span>)</span> option</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MultiMap (owl-base.Owl_computation_cpu_engine.Make_Nested.CG_Init.MultiMap)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make_Nested</a> &#x00BB; <a href="../index.html">CG_Init</a> &#x00BB; MultiMap</nav><header class="odoc-preamble"><h1>Module <code><span>CG_Init.MultiMap</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-key"><a href="#type-key" class="anchor"></a><code><span><span class="keyword">type</span> key</span><span> = int</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span><span> = <span><span class="type-var">'a</span> <a href="../../../../Owl_computation_cpu_init/Make/MultiMap/index.html#type-t">Owl_computation_cpu_init.Make(Graph).MultiMap.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_empty"><a href="#val-is_empty" class="anchor"></a><code><span><span class="keyword">val</span> is_empty : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mem"><a href="#val-mem" class="anchor"></a><code><span><span class="keyword">val</span> mem : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove"><a href="#val-remove" class="anchor"></a><code><span><span class="keyword">val</span> remove : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find"><a href="#val-find" class="anchor"></a><code><span><span class="keyword">val</span> find : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_binding"><a href="#val-max_binding" class="anchor"></a><code><span><span class="keyword">val</span> max_binding : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-key">key</a> * <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find_first_opt"><a href="#val-find_first_opt" class="anchor"></a><code><span><span class="keyword">val</span> find_first_opt : <span><span>(<span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-key">key</a> * <span class="type-var">'a</span>)</span> option</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Init/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Init/index.html
index e4743c27b..51d8d420a 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Init/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/CG_Init/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>CG_Init (owl-base.Owl_computation_cpu_engine.Make_Nested.CG_Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../index.html">Make_Nested</a> &#x00BB; CG_Init</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Nested.CG_Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-MultiMap"><a href="#module-MultiMap" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MultiMap/index.html">MultiMap</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_00"><a href="#val-split_00" class="anchor"></a><code><span><span class="keyword">val</span> split_00 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span> * <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_01"><a href="#val-split_01" class="anchor"></a><code><span><span class="keyword">val</span> split_01 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span><span class="type-var">'b</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_02"><a href="#val-split_02" class="anchor"></a><code><span><span class="keyword">val</span> split_02 : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>CG_Init (owl-base.Owl_computation_cpu_engine.Make_Nested.CG_Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../index.html">Make_Nested</a> &#x00BB; CG_Init</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Nested.CG_Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-MultiMap"><a href="#module-MultiMap" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MultiMap/index.html">MultiMap</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_00"><a href="#val-split_00" class="anchor"></a><code><span><span class="keyword">val</span> split_00 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span> * <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_01"><a href="#val-split_01" class="anchor"></a><code><span><span class="keyword">val</span> split_01 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span><span class="type-var">'b</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_02"><a href="#val-split_02" class="anchor"></a><code><span><span class="keyword">val</span> split_02 : 
   <span><span><a href="../argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="../argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="../argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Linalg/index.html
index 0cb5731a5..4d68f32ed 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Mat/index.html
index d48a49368..7dbe27780 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Scalar/index.html
index 5f257458a..0bf7fcc85 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 91c1fc3fa..fa58c99d8 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index c6bf71694..f643b9e97 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index 260d8520b..bda33aad8 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index d85bc9d0f..a2ff9c39b 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index 211aecdf1..428d80057 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
index 7cc9a412e..9fdbe3817 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html
index 9db09c229..60c0208b3 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/index.html
index 080e852f9..9b54a442b 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../../index.html">Make_Nested</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/index.html
index b874c8837..4918df05e 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../index.html">Make_Nested</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../../index.html">Make_Nested</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/index.html
index 31426e937..7f39fe904 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make_Nested</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../../index.html">Make_Nested</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/index.html
index 71e8abbeb..1959f41bc 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/argument-1-Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../index.html">Make_Nested</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Nested.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_cpu_engine.Make_Nested.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_engine</a> &#x00BB; <a href="../index.html">Make_Nested</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Nested.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/index.html b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/index.html
index 85234d86d..d024484c9 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/Make_Nested/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Nested (owl-base.Owl_computation_cpu_engine.Make_Nested)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_cpu_engine</a> &#x00BB; Make_Nested</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_engine.Make_Nested</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Graph"><a href="#argument-1-Graph" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Graph/index.html">Graph</a></span><span> : <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> Graph</span><span> = <a href="argument-1-Graph/index.html">Graph</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-CG_Init"><a href="#module-CG_Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="CG_Init/index.html">CG_Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-CG_Eval"><a href="#module-CG_Eval" class="anchor"></a><code><span><span class="keyword">module</span> <a href="CG_Eval/index.html">CG_Eval</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_gen"><a href="#val-eval_gen" class="anchor"></a><code><span><span class="keyword">val</span> eval_gen : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Nested (owl-base.Owl_computation_cpu_engine.Make_Nested)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_cpu_engine</a> &#x00BB; Make_Nested</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_engine.Make_Nested</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Graph"><a href="#argument-1-Graph" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Graph/index.html">Graph</a></span><span> : <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> Graph</span><span> = <a href="argument-1-Graph/index.html">Graph</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-CG_Init"><a href="#module-CG_Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="CG_Init/index.html">CG_Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-CG_Eval"><a href="#module-CG_Eval" class="anchor"></a><code><span><span class="keyword">module</span> <a href="CG_Eval/index.html">CG_Eval</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_gen"><a href="#val-eval_gen" class="anchor"></a><code><span><span class="keyword">val</span> eval_gen : 
   <span><span><span><a href="argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="argument-1-Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_engine/index.html b/docs/owl-base/Owl_computation_cpu_engine/index.html
index f54f94f26..3a1c2aa79 100644
--- a/docs/owl-base/Owl_computation_cpu_engine/index.html
+++ b/docs/owl-base/Owl_computation_cpu_engine/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_cpu_engine (owl-base.Owl_computation_cpu_engine)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_cpu_engine</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_engine</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Nested"><a href="#module-Make_Nested" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Nested/index.html">Make_Nested</a></span><span> (<a href="Make_Nested/argument-1-Graph/index.html">Graph</a> : <a href="../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_cpu_engine (owl-base.Owl_computation_cpu_engine)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_cpu_engine</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_engine</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Nested"><a href="#module-Make_Nested" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Nested/index.html">Make_Nested</a></span><span> (<a href="Make_Nested/argument-1-Graph/index.html">Graph</a> : <a href="../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Linalg/index.html
index 32cfb3251..f6b66af4d 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Mat/index.html
index bf982b3f7..7d820225f 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Scalar/index.html
index 9903501bf..8a8ea925f 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index d81d0f741..4de8b8ab1 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index 31fdb1ca3..85519c305 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index 46c52a027..2fa4d271b 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
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--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
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@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index 62246b14d..993055c56 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
index d16c8e0e7..fa7d05784 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html
index d32c59916..a655b7465 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/index.html
index c35130f93..0436531cd 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/index.html
index 6feffccd6..5984ca753 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/index.html
index 457828ea4..48f6911b6 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_cpu_eval.Make.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/index.html
index abd3ae656..16220fff3 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/argument-1-Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_cpu_eval.Make.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_cpu_eval.Make.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_eval</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/Make/index.html b/docs/owl-base/Owl_computation_cpu_eval/Make/index.html
index 0ae2e9b42..e28259a27 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/Make/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_cpu_eval.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_cpu_eval</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_eval.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Graph"><a href="#argument-1-Graph" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Graph/index.html">Graph</a></span><span> : <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_opt"><a href="#val-invalidate_opt" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_opt : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_cpu_eval.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_cpu_eval</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_eval.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Graph"><a href="#argument-1-Graph" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Graph/index.html">Graph</a></span><span> : <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_opt"><a href="#val-invalidate_opt" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_opt : 
   <span><span><span><a href="argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> option</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_validity"><a href="#val-update_validity" class="anchor"></a><code><span><span class="keyword">val</span> update_validity : 
   <span><span><a href="argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_eval/index.html b/docs/owl-base/Owl_computation_cpu_eval/index.html
index 90e8918a1..7ef5191d4 100644
--- a/docs/owl-base/Owl_computation_cpu_eval/index.html
+++ b/docs/owl-base/Owl_computation_cpu_eval/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_cpu_eval (owl-base.Owl_computation_cpu_eval)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_cpu_eval</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_eval</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Graph/index.html">Graph</a> : <a href="../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_cpu_eval (owl-base.Owl_computation_cpu_eval)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_cpu_eval</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_eval</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Graph/index.html">Graph</a> : <a href="../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/MultiMap/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/MultiMap/index.html
index d9e71b52c..e96ee9e97 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/MultiMap/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/MultiMap/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MultiMap (owl-base.Owl_computation_cpu_init.Make.MultiMap)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; MultiMap</nav><header class="odoc-preamble"><h1>Module <code><span>Make.MultiMap</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-key"><a href="#type-key" class="anchor"></a><code><span><span class="keyword">type</span> key</span><span> = int</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_empty"><a href="#val-is_empty" class="anchor"></a><code><span><span class="keyword">val</span> is_empty : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mem"><a href="#val-mem" class="anchor"></a><code><span><span class="keyword">val</span> mem : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove"><a href="#val-remove" class="anchor"></a><code><span><span class="keyword">val</span> remove : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find"><a href="#val-find" class="anchor"></a><code><span><span class="keyword">val</span> find : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_binding"><a href="#val-max_binding" class="anchor"></a><code><span><span class="keyword">val</span> max_binding : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-key">key</a> * <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find_first_opt"><a href="#val-find_first_opt" class="anchor"></a><code><span><span class="keyword">val</span> find_first_opt : <span><span>(<span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-key">key</a> * <span class="type-var">'a</span>)</span> option</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MultiMap (owl-base.Owl_computation_cpu_init.Make.MultiMap)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; MultiMap</nav><header class="odoc-preamble"><h1>Module <code><span>Make.MultiMap</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-key"><a href="#type-key" class="anchor"></a><code><span><span class="keyword">type</span> key</span><span> = int</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_empty"><a href="#val-is_empty" class="anchor"></a><code><span><span class="keyword">val</span> is_empty : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mem"><a href="#val-mem" class="anchor"></a><code><span><span class="keyword">val</span> mem : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove"><a href="#val-remove" class="anchor"></a><code><span><span class="keyword">val</span> remove : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find"><a href="#val-find" class="anchor"></a><code><span><span class="keyword">val</span> find : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_binding"><a href="#val-max_binding" class="anchor"></a><code><span><span class="keyword">val</span> max_binding : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-key">key</a> * <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find_first_opt"><a href="#val-find_first_opt" class="anchor"></a><code><span><span class="keyword">val</span> find_first_opt : <span><span>(<span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-key">key</a> * <span class="type-var">'a</span>)</span> option</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Linalg/index.html
index 403ffb40a..74a1ec1b0 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Mat/index.html
index f3a4aa758..8f9d3e1ea 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Scalar/index.html
index 678d4fa73..f22edca29 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 8d4569a53..8975332c3 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index 5418b38c8..dc6630c2b 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index c213332c9..da35967de 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index 0400c9e6a..f53b4031e 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
index 3c797aeab..30f091835 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html
index 089f695e5..baeff546b 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/index.html
index 19a65d579..0b1f16889 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/index.html
index 673f2cbea..6f69cdd20 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/index.html
index 75e154855..f2a3df2ee 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_cpu_init.Make.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/index.html
index 885502c4c..1a47efab4 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/argument-1-Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_cpu_init.Make.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_cpu_init.Make.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_cpu_init</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_cpu_init/Make/index.html b/docs/owl-base/Owl_computation_cpu_init/Make/index.html
index aa2d2750e..3b127de12 100644
--- a/docs/owl-base/Owl_computation_cpu_init/Make/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_cpu_init.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_cpu_init</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_init.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Graph"><a href="#argument-1-Graph" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Graph/index.html">Graph</a></span><span> : <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-MultiMap"><a href="#module-MultiMap" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MultiMap/index.html">MultiMap</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_00"><a href="#val-split_00" class="anchor"></a><code><span><span class="keyword">val</span> split_00 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span> * <span class="type-var">'c</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_01"><a href="#val-split_01" class="anchor"></a><code><span><span class="keyword">val</span> split_01 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span> * <span><span class="type-var">'c</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_02"><a href="#val-split_02" class="anchor"></a><code><span><span class="keyword">val</span> split_02 : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_cpu_init.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_cpu_init</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_init.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Graph"><a href="#argument-1-Graph" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Graph/index.html">Graph</a></span><span> : <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-MultiMap"><a href="#module-MultiMap" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MultiMap/index.html">MultiMap</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_00"><a href="#val-split_00" class="anchor"></a><code><span><span class="keyword">val</span> split_00 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span> * <span class="type-var">'c</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_01"><a href="#val-split_01" class="anchor"></a><code><span><span class="keyword">val</span> split_01 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span> * <span><span class="type-var">'c</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_02"><a href="#val-split_02" class="anchor"></a><code><span><span class="keyword">val</span> split_02 : 
   <span><span><a href="argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="argument-1-Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span>
diff --git a/docs/owl-base/Owl_computation_cpu_init/index.html b/docs/owl-base/Owl_computation_cpu_init/index.html
index 3c9ba2cdc..6db25a8f9 100644
--- a/docs/owl-base/Owl_computation_cpu_init/index.html
+++ b/docs/owl-base/Owl_computation_cpu_init/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_cpu_init (owl-base.Owl_computation_cpu_init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_cpu_init</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Graph/index.html">Graph</a> : <a href="../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_cpu_init (owl-base.Owl_computation_cpu_init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_cpu_init</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_cpu_init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Graph/index.html">Graph</a> : <a href="../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Linalg/index.html
index f16f7b291..31e7aaea9 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Mat/index.html
index 703d0928b..0363d4070 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Scalar/index.html
index 96387da07..c064778fd 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index bc82dfcf8..d4a61c972 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index 136ff7f76..3b0eeb23b 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index c59083aa6..9877f959b 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index 122c45795..73ad5f4d9 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index a9adbec56..be6e51a1b 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
index da3981de1..24814ab7a 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/index.html
index 11760bdc6..31cdc196a 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/index.html
index 8ef800701..b01e8c043 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/index.html
index 5d890d5fd..a4ea34caa 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Engine</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Engine</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/index.html
index 29b0797d6..0bfe0f365 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Engine</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_engine.Flatten.Engine.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Engine</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/index.html
index d7532078c..22380e708 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_engine.Flatten.Engine.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../index.html">Flatten</a> &#x00BB; <a href="../index.html">Engine</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Engine.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_engine.Flatten.Engine.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../index.html">Flatten</a> &#x00BB; <a href="../index.html">Engine</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Engine.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/index.html b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/index.html
index ce6bffcfe..d99a285e3 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/argument-1-Engine/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Engine (owl-base.Owl_computation_engine.Flatten.Engine)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../index.html">Flatten</a> &#x00BB; Engine</nav><header class="odoc-preamble"><h1>Parameter <code><span>Flatten.Engine</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-evaluation-functions-of-the-engine">Core evaluation functions of the engine</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <a href="../../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h6 id="core-evaluation-functions-of-the-engine"><a href="#core-evaluation-functions-of-the-engine" class="anchor"></a>Core evaluation functions of the engine</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Engine (owl-base.Owl_computation_engine.Flatten.Engine)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../index.html">Flatten</a> &#x00BB; Engine</nav><header class="odoc-preamble"><h1>Parameter <code><span>Flatten.Engine</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-evaluation-functions-of-the-engine">Core evaluation functions of the engine</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <a href="../../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h6 id="core-evaluation-functions-of-the-engine"><a href="#core-evaluation-functions-of-the-engine" class="anchor"></a>Core evaluation functions of the engine</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Flatten/index.html b/docs/owl-base/Owl_computation_engine/Flatten/index.html
index de0f91be6..e66fc75cb 100644
--- a/docs/owl-base/Owl_computation_engine/Flatten/index.html
+++ b/docs/owl-base/Owl_computation_engine/Flatten/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_computation_engine.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_engine</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_engine.Flatten</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Engine"><a href="#argument-1-Engine" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Engine/index.html">Engine</a></span><span> : <a href="../../Owl_types_computation_engine/module-type-Sig/index.html">Owl_types_computation_engine.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="argument-1-Engine/index.html">Engine</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> Graph</span><span> = <a href="argument-1-Engine/Graph/index.html">Engine.Graph</a></span></code></div></div><h6 id="core-evaluation-functions-of-the-engine"><a href="#core-evaluation-functions-of-the-engine" class="anchor"></a>Core evaluation functions of the engine</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="argument-1-Engine/Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="argument-1-Engine/Graph/index.html">Graph</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> Optimiser</span><span> = <a href="argument-1-Engine/Graph/Optimiser/index.html">Graph.Optimiser</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> = <a href="argument-1-Engine/Graph/index.html#type-graph">Engine.Graph.graph</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_computation_engine.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_engine</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_engine.Flatten</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Engine"><a href="#argument-1-Engine" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Engine/index.html">Engine</a></span><span> : <a href="../../Owl_types_computation_engine/module-type-Sig/index.html">Owl_types_computation_engine.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="argument-1-Engine/index.html">Engine</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> Graph</span><span> = <a href="argument-1-Engine/Graph/index.html">Engine.Graph</a></span></code></div></div><h6 id="core-evaluation-functions-of-the-engine"><a href="#core-evaluation-functions-of-the-engine" class="anchor"></a>Core evaluation functions of the engine</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="argument-1-Engine/Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="argument-1-Engine/Graph/index.html">Graph</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> Optimiser</span><span> = <a href="argument-1-Engine/Graph/Optimiser/index.html">Graph.Optimiser</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> = <a href="argument-1-Engine/Graph/index.html#type-graph">Engine.Graph.graph</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="argument-1-Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Linalg/index.html
index eb134ec76..29e65cabe 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Mat/index.html
index 4f7fe822a..a86a1944c 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Scalar/index.html
index fba0c6a43..0f79919eb 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Scalar/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 025dfd187..9b4c88f99 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index 19898a24a..d99f54a13 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index 1c54e41f4..e51430166 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index 995a9e34b..c13a58332 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <a href="../../../../../../../argument-1-Device/A/index.html#type-arr">Owl_computation_optimiser.Make(Owl_computation_operator.Make(Owl_computation_symbol.Make(Owl_computation_shape.Make(Owl_computation_type.Make(Device))))).Operator.Symbol.Shape.Type.Device.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> =
   <a href="../../../../../../../argument-1-Device/A/index.html#type-elt">Owl_computation_optimiser.Make(Owl_computation_operator.Make(Owl_computation_symbol.Make(Owl_computation_shape.Make(Owl_computation_type.Make(Device))))).Operator.Symbol.Shape.Type.Device.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index 66ba8cca9..200c333ca 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span><span> =
   <a href="../../../../../../argument-1-Device/index.html#type-device">Owl_computation_optimiser.Make(Owl_computation_operator.Make(Owl_computation_symbol.Make(Owl_computation_shape.Make(Owl_computation_type.Make(Device))))).Operator.Symbol.Shape.Type.Device.device</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span><span> =
   <a href="../../../../../../argument-1-Device/index.html#type-value">Owl_computation_optimiser.Make(Owl_computation_operator.Make(Owl_computation_symbol.Make(Owl_computation_shape.Make(Owl_computation_type.Make(Device))))).Operator.Symbol.Shape.Type.Device.value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
index 954284fa4..0f8087abb 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../../../../Owl_computation_type/Make/index.html#type-state">Owl_computation_optimiser.Make(Owl_computation_operator.Make(Owl_computation_symbol.Make(Owl_computation_shape.Make(Owl_computation_type.Make(Device))))).Operator.Symbol.Shape.Type.state</a></span><span> =
   </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> =
   <a href="../../../../../../../Owl_computation_type/Make/index.html#type-block">Owl_computation_optimiser.Make(Owl_computation_operator.Make(Owl_computation_symbol.Make(Owl_computation_shape.Make(Owl_computation_type.Make(Device))))).Operator.Symbol.Shape.Type.block</a></span><span> =
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/index.html
index 3a0f4dbd7..2e2e0cb89 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../../index.html">Make_Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/index.html
index 493d9c1c4..c12e4de2c 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/index.html
index 4cd4ed9b6..cd6c85906 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/Operator/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../index.html">Make_Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine.Make_Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../index.html">Make_Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/index.html
index 7008afd8d..7f42ab239 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_engine.Make_Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../index.html">Make_Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Graph.Optimiser</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_engine.Make_Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../index.html">Make_Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Graph.Optimiser</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Linalg/index.html
index 9e681a3d2..9da4a6f12 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine.Make_Graph.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine.Make_Graph.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Mat/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Mat/index.html
index 872e5d3bf..0c1c2811a 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine.Make_Graph.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine.Make_Graph.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Scalar/index.html
index 498188a2c..87ee8c0ca 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine.Make_Graph.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine.Make_Graph.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../../index.html">Make_Graph</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/index.html
index 5f2cf0f1a..bb991605e 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine.Make_Graph.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../index.html">Make_Graph</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine.Make_Graph.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../../index.html">Make_Graph</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/index.html
index d28e6315e..b97fb1fcd 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/argument-1-Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine.Make_Graph.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../index.html">Make_Graph</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Graph.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine.Make_Graph.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine</a> &#x00BB; <a href="../index.html">Make_Graph</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Graph.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine/Make_Graph/index.html b/docs/owl-base/Owl_computation_engine/Make_Graph/index.html
index 38d7edd3a..579035c04 100644
--- a/docs/owl-base/Owl_computation_engine/Make_Graph/index.html
+++ b/docs/owl-base/Owl_computation_engine/Make_Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Graph (owl-base.Owl_computation_engine.Make_Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_engine</a> &#x00BB; Make_Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_engine.Make_Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Device"><a href="#argument-1-Device" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Device/index.html">Device</a></span><span> : <a href="../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Graph (owl-base.Owl_computation_engine.Make_Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_engine</a> &#x00BB; Make_Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_engine.Make_Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Device"><a href="#argument-1-Device" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Device/index.html">Device</a></span><span> : <a href="../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> =
   <a href="../../Owl_computation_graph/Make/index.html#type-graph">Owl_computation_graph.Make(Owl_computation_optimiser.Make(Owl_computation_operator.Make(Owl_computation_symbol.Make(Owl_computation_shape.Make(Owl_computation_type.Make(Device)))))).graph</a></span><span> =
   </span><span>{</span></code><ol><li id="type-graph.name" class="def record field anchored"><a href="#type-graph.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-graph.input" class="def record field anchored"><a href="#type-graph.input" class="anchor"></a><code><span><span class="keyword">mutable</span> input : <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span>;</span></code></li><li id="type-graph.output" class="def record field anchored"><a href="#type-graph.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span>;</span></code></li><li id="type-graph.iopair" class="def record field anchored"><a href="#type-graph.iopair" class="anchor"></a><code><span><span class="keyword">mutable</span> iopair : <span><span>(<span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span>
                   * <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span>)</span>
diff --git a/docs/owl-base/Owl_computation_engine/index.html b/docs/owl-base/Owl_computation_engine/index.html
index a033e0b89..a33de1b14 100644
--- a/docs/owl-base/Owl_computation_engine/index.html
+++ b/docs/owl-base/Owl_computation_engine/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_engine (owl-base.Owl_computation_engine)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_engine</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_engine</span></code></h1><p>This functor takes a device as its input, then it generates the computation graph module without flattening the module hierarchy.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Graph"><a href="#module-Make_Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Graph/index.html">Make_Graph</a></span><span> (<a href="Make_Graph/argument-1-Device/index.html">Device</a> : <a href="../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><p>This functor takes an engine as its input, flattens all its embedded modules into the same level. Therefore the generated module has all the functions sit at the top level, then can be passed to other functors like Algodiff.</p><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> (<a href="Flatten/argument-1-Engine/index.html">Engine</a> : <a href="../Owl_types_computation_engine/module-type-Sig/index.html">Owl_types_computation_engine.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_engine (owl-base.Owl_computation_engine)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_engine</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_engine</span></code></h1><p>This functor takes a device as its input, then it generates the computation graph module without flattening the module hierarchy.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Graph"><a href="#module-Make_Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Graph/index.html">Make_Graph</a></span><span> (<a href="Make_Graph/argument-1-Device/index.html">Device</a> : <a href="../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><p>This functor takes an engine as its input, flattens all its embedded modules into the same level. Therefore the generated module has all the functions sit at the top level, then can be passed to other functors like Algodiff.</p><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> (<a href="Flatten/argument-1-Engine/index.html">Engine</a> : <a href="../Owl_types_computation_engine/module-type-Sig/index.html">Owl_types_computation_engine.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/index.html b/docs/owl-base/Owl_computation_engine_sig/index.html
index 88ef671c7..9add7f8e9 100644
--- a/docs/owl-base/Owl_computation_engine_sig/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_engine_sig (owl-base.Owl_computation_engine_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_engine_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_engine_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Make_Graph_Sig"><a href="#module-type-Make_Graph_Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Make_Graph_Sig/index.html">Make_Graph_Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Flatten_Sig"><a href="#module-type-Flatten_Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Flatten_Sig/index.html">Flatten_Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_engine_sig (owl-base.Owl_computation_engine_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_engine_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_engine_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Make_Graph_Sig"><a href="#module-type-Make_Graph_Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Make_Graph_Sig/index.html">Make_Graph_Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Flatten_Sig"><a href="#module-type-Flatten_Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Flatten_Sig/index.html">Flatten_Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Linalg/index.html
index 7d1a10a1f..f2ace234b 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Mat/index.html
index bc8cd5292..971043379 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Scalar/index.html
index 7d2ab278f..1c7464f6c 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/index.html
index 20d56589e..55db962ab 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Linalg/index.html
index e6c23bd62..9c378a668 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Mat/index.html
index 4e05b6679..704b90228 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Scalar/index.html
index 1a416bbbd..848ff59c5 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/index.html
index f05e71d0f..f1b628fbb 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/index.html
index 0d5ab8247..5efb3e620 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Linalg/index.html
index 87012916c..301b683a2 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Mat/index.html
index 4ac1133f5..a47d50863 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Scalar/index.html
index c4ffb57b4..045c2c57d 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 598f2aa66..0c222191c 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index fbae423fc..5d5a429e9 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index b13b48bc5..8520ac5fc 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index f00fe0272..29300267e 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index e96995b8c..2edbdf24f 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
index 79f26d2b4..f828fdfdc 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/index.html
index 792c454c9..33cf64534 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/index.html
index f9957d633..6b912ef63 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/index.html
index 7aa936255..763316a4a 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/index.html
index af0c8b87b..34a9f5df8 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/index.html
index 886526035..821791cc0 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_computation_engine_sig.Flatten_Sig.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Linalg/index.html
index c8edf988a..36455189d 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Mat/index.html
index eaf0a0115..ad8d96e09 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Linalg/index.html
index 0c3eedd0d..b8bc86e1e 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Mat/index.html
index 03ddc54a8..4b69511dc 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Scalar/index.html
index 0574a45a2..8b08936ef 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 98235f133..868ac7e8d 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index 1c77b4a70..1d545c199 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index a3cf88421..fe6257ac2 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/index.html
index 2231784bb..b45039423 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/index.html
index 44c454ae5..68b478432 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/index.html
index fff5d0f4f..9c145f5af 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/index.html
index d5eceb235..9e0b0cd33 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/index.html
index 3b6968065..c1aa76362 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/index.html
index 6701b11a3..42ecd8301 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine_sig.Flatten_Sig.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Linalg/index.html
index d8632c007..d1873780f 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Mat/index.html
index 06d2b1e21..a8e366006 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Scalar/index.html
index 315528d96..d697242de 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 48922e91f..53f462144 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index d3d3ad9dc..320c5d21e 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index ef4ff16ac..ab331a68d 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index 555fbf84b..fb1fadb9f 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index 45a2329f1..fed50578a 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/index.html
index ae6be6f9a..870905652 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/index.html
index 47e343fc4..119419d2f 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/index.html
index 2302d4ff5..e75127b8c 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/index.html
index 9796695e8..c296009b4 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/index.html
index 98b46fed7..01cc1a309 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_engine_sig.Flatten_Sig.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Scalar/index.html
index 423958b27..102c23c69 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Linalg/index.html
index 9a6e60dfb..a21127747 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Mat/index.html
index 65741b05e..a35253666 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Scalar/index.html
index 8c3c18f6c..4bfa4d85d 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/index.html
index ed007930a..38a465e5c 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/index.html
index bed006948..27ca4d181 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/index.html
index 19f8fc0b8..24d428c33 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a 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class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a 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class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/index.html
index a1a39ba4e..54fdce412 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Flatten_Sig.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Linalg/index.html
index 4e5541152..1b9bc820c 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Mat/index.html
index 60a5b79e6..2e2f3084f 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Scalar/index.html
index aaa010276..18fbcfd82 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/index.html
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--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/A/index.html
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@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/index.html
index a40196162..c1f674aa2 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/index.html
index c059248de..267ebc958 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> 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id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a 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</span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a 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array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/index.html
index 24d6d1a78..ac6e9b8a7 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/index.html
index c0c0c72d7..a1945f241 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine_sig.Flatten_Sig.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Linalg/index.html
index e413e8ce5..6867a6d98 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Mat/index.html
index 3b4f6b380..8b2d13e1c 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Scalar/index.html
index e6dbaa86f..fe62408c4 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/index.html
index b40998338..6a4adfb56 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Flatten_Sig</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/index.html
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--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Flatten_Sig</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/index.html
index eb584365b..cc7837bab 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Flatten_Sig.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Flatten_Sig</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Flatten_Sig.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/index.html
index f42ce6488..be3377284 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Flatten_Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten_Sig (owl-base.Owl_computation_engine_sig.Flatten_Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_engine_sig</a> &#x00BB; Flatten_Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_engine_sig.Flatten_Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_computation_engine/module-type-Sig/index.html">Owl_types_computation_engine.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h6 id="core-evaluation-functions-of-the-engine"><a href="#core-evaluation-functions-of-the-engine" class="anchor"></a>Core evaluation functions of the engine</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten_Sig (owl-base.Owl_computation_engine_sig.Flatten_Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_engine_sig</a> &#x00BB; Flatten_Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_engine_sig.Flatten_Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_computation_engine/module-type-Sig/index.html">Owl_types_computation_engine.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h6 id="core-evaluation-functions-of-the-engine"><a href="#core-evaluation-functions-of-the-engine" class="anchor"></a>Core evaluation functions of the engine</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
@@ -32,60 +32,60 @@
   <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise"><a href="#val-optimise" class="anchor"></a><code><span><span class="keyword">val</span> optimise : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions_2"><a href="#core-functions_2" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -98,359 +98,359 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></details></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions_3"><a href="#core-functions_3" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></details></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions_3"><a href="#core-functions_3" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Linalg/index.html
index 6872ed0bf..6f4beb4f5 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Mat/index.html
index 4e82004f8..8f33718f3 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Scalar/index.html
index 86f64e2bd..23fe4b790 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 44f0359ef..d1e56caf0 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index 6f5885481..39c15f82d 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index fae707430..862b409e6 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index 6ac7c244b..59a04340d 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/index.html
index 03b39a75a..fad59d49e 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/index.html
index 13fbb0b76..a6844387d 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/index.html
index cf4fad5bd..9ef99a2f9 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/index.html
index ca2cdfc2b..6d818e93b 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../../index.html">Make_Graph_Sig</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/index.html
index 7b1411c09..397a8e47b 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Make_Graph_Sig</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Graph_Sig.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_engine_sig.Make_Graph_Sig.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_engine_sig</a> &#x00BB; <a href="../index.html">Make_Graph_Sig</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Graph_Sig.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/index.html b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/index.html
index dda9828c7..15b81226e 100644
--- a/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/index.html
+++ b/docs/owl-base/Owl_computation_engine_sig/module-type-Make_Graph_Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Graph_Sig (owl-base.Owl_computation_engine_sig.Make_Graph_Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_engine_sig</a> &#x00BB; Make_Graph_Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_engine_sig.Make_Graph_Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Graph_Sig (owl-base.Owl_computation_engine_sig.Make_Graph_Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_engine_sig</a> &#x00BB; Make_Graph_Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_engine_sig.Make_Graph_Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Linalg/index.html
index 04e25a4aa..992d3a41d 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Mat/index.html
index 001e72297..9ecb7514f 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Scalar/index.html
index 90f75c5be..b33bfeb21 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 94032620d..fff6b2429 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index d621ffd2b..6efc2fd19 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index a39eb0056..09b1abc4d 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index 127c8abcf..3b3fd0eae 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index cbd69ba5e..5b0e9f747 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html
index c27354bba..fcc2e0247 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
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--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/index.html
index 160db7d90..2d0abcd38 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_graph.Make.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/index.html
index cf0ac6cab..f07b4efb4 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_graph.Make.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_graph.Make.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/index.html b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/index.html
index 7fed53230..d109f99a6 100644
--- a/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/argument-1-Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_graph.Make.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_graph.Make.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_graph</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph/Make/index.html b/docs/owl-base/Owl_computation_graph/Make/index.html
index 197c86f6f..161daf20b 100644
--- a/docs/owl-base/Owl_computation_graph/Make/index.html
+++ b/docs/owl-base/Owl_computation_graph/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_graph.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_graph</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_graph.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Optimiser"><a href="#argument-1-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Optimiser/index.html">Optimiser</a></span><span> : <a href="../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> Optimiser</span><span> = <a href="argument-1-Optimiser/index.html">Optimiser</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> = </span><span>{</span></code><ol><li id="type-graph.name" class="def record field anchored"><a href="#type-graph.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-graph.input" class="def record field anchored"><a href="#type-graph.input" class="anchor"></a><code><span><span class="keyword">mutable</span> input : <span><span><a href="argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span>;</span></code></li><li id="type-graph.output" class="def record field anchored"><a href="#type-graph.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><span><a href="argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span>;</span></code></li><li id="type-graph.iopair" class="def record field anchored"><a href="#type-graph.iopair" class="anchor"></a><code><span><span class="keyword">mutable</span> iopair : <span><span>(<span><a href="argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_graph.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_graph</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_graph.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Optimiser"><a href="#argument-1-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Optimiser/index.html">Optimiser</a></span><span> : <a href="../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> Optimiser</span><span> = <a href="argument-1-Optimiser/index.html">Optimiser</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> = </span><span>{</span></code><ol><li id="type-graph.name" class="def record field anchored"><a href="#type-graph.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-graph.input" class="def record field anchored"><a href="#type-graph.input" class="anchor"></a><code><span><span class="keyword">mutable</span> input : <span><span><a href="argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span>;</span></code></li><li id="type-graph.output" class="def record field anchored"><a href="#type-graph.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><span><a href="argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span>;</span></code></li><li id="type-graph.iopair" class="def record field anchored"><a href="#type-graph.iopair" class="anchor"></a><code><span><span class="keyword">mutable</span> iopair : <span><span>(<span><a href="argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span>
                   * <span><a href="argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span>)</span>
                    array</span>;</span></code></li><li id="type-graph.iosafe" class="def record field anchored"><a href="#type-graph.iosafe" class="anchor"></a><code><span><span class="keyword">mutable</span> iosafe : <span>bool array</span>;</span></code></li><li id="type-graph.random" class="def record field anchored"><a href="#type-graph.random" class="anchor"></a><code><span><span class="keyword">mutable</span> random : <span><span><a href="argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span>;</span></code></li><li id="type-graph.htbl" class="def record field anchored"><a href="#type-graph.htbl" class="anchor"></a><code><span><span class="keyword">mutable</span> htbl : <span><span>(string,
                  <span><a href="argument-1-Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span>)</span>
diff --git a/docs/owl-base/Owl_computation_graph/index.html b/docs/owl-base/Owl_computation_graph/index.html
index 703f8b3ad..e8e48fae7 100644
--- a/docs/owl-base/Owl_computation_graph/index.html
+++ b/docs/owl-base/Owl_computation_graph/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_graph (owl-base.Owl_computation_graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_graph</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Optimiser/index.html">Optimiser</a> : <a href="../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_graph (owl-base.Owl_computation_graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_graph</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Optimiser/index.html">Optimiser</a> : <a href="../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/index.html b/docs/owl-base/Owl_computation_graph_sig/index.html
index 2e8e786af..90332e759 100644
--- a/docs/owl-base/Owl_computation_graph_sig/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_graph_sig (owl-base.Owl_computation_graph_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_graph_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_graph_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_graph_sig (owl-base.Owl_computation_graph_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_graph_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_graph_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Linalg/index.html
index f6be8a62d..e88066d06 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Mat/index.html
index 816f2d78b..889736fc7 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Scalar/index.html
index 726280ae5..63cdb315b 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index ac63a7709..6b61f5b0c 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index ed26facae..98a579ad0 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index 0f29c03bd..70e008f65 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index 5afb3aa3e..64d7e9621 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index 5d8204c68..7cd32ae30 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/index.html
index 9deaeb2ed..0ce883fed 100644
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+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/index.html
index 9f03d5aff..c54e3f32f 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/index.html
index bbac1517d..9b5cf481f 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/index.html
index a1162f352..ad7105a7b 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_graph_sig.Sig.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/index.html
index 16e2293c4..85e6b4e40 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_graph_sig.Sig.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_computation_graph_sig.Sig.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_graph_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/index.html b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/index.html
index bba892c32..75728aaec 100644
--- a/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_computation_graph_sig/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_graph_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_graph_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_graph_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_graph_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_graph_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_graph_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_operator/Make/Linalg/index.html b/docs/owl-base/Owl_computation_operator/Make/Linalg/index.html
index d0f060c84..fc6e4b87e 100644
--- a/docs/owl-base/Owl_computation_operator/Make/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_operator/Make/Linalg/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_operator.Make.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'d</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : <span><span class="optlabel">?solver</span>:<span>[&gt; `default ]</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : <span><span class="optlabel">?trans</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?typ</span>:<span>[&gt; `n ]</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'d</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'e</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'e</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_operator.Make.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'d</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : <span><span class="optlabel">?solver</span>:<span>[&gt; `default ]</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : <span><span class="optlabel">?trans</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?typ</span>:<span>[&gt; `n ]</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'d</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'e</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'e</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator/Make/Mat/index.html b/docs/owl-base/Owl_computation_operator/Make/Mat/index.html
index b8a0276aa..146785fd7 100644
--- a/docs/owl-base/Owl_computation_operator/Make/Mat/index.html
+++ b/docs/owl-base/Owl_computation_operator/Make/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_operator.Make.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_operator.Make.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator/Make/Scalar/index.html b/docs/owl-base/Owl_computation_operator/Make/Scalar/index.html
index 4d9cfdc31..f1accd252 100644
--- a/docs/owl-base/Owl_computation_operator/Make/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_operator/Make/Scalar/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_operator.Make.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_operator.Make.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../argument-1-Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../argument-1-Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="../argument-1-Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
diff --git a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Linalg/index.html
index 5d01867ac..f373bfcbc 100644
--- a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Mat/index.html
index 4f0344c6f..61eaedde2 100644
--- a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Scalar/index.html
index b83479ea9..1c13f3f55 100644
--- a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/index.html
index cf7f6c337..7ddc6c61c 100644
--- a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/index.html
index fa07b5c4e..4e65b0fb5 100644
--- a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/index.html
index 9e4a61664..c2bca76fd 100644
--- a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_operator.Make.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a 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class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
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@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_operator.Make.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_operator.Make.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/index.html b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/index.html
index 3fb55fca0..5ba99e85a 100644
--- a/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/index.html
+++ b/docs/owl-base/Owl_computation_operator/Make/argument-1-Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_operator.Make.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_operator.Make.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_operator/Make/index.html b/docs/owl-base/Owl_computation_operator/Make/index.html
index ff2ee8d43..d523af66a 100644
--- a/docs/owl-base/Owl_computation_operator/Make/index.html
+++ b/docs/owl-base/Owl_computation_operator/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_operator.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_operator</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_operator.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Symbol"><a href="#argument-1-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Symbol/index.html">Symbol</a></span><span> : <a href="../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> Symbol</span><span> = <a href="argument-1-Symbol/index.html">Symbol</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_operator.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_operator</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_operator.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Symbol"><a href="#argument-1-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Symbol/index.html">Symbol</a></span><span> : <a href="../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> Symbol</span><span> = <a href="argument-1-Symbol/index.html">Symbol</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="argument-1-Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="argument-1-Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_operator/index.html b/docs/owl-base/Owl_computation_operator/index.html
index 75c462d04..eed8daa2a 100644
--- a/docs/owl-base/Owl_computation_operator/index.html
+++ b/docs/owl-base/Owl_computation_operator/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_operator (owl-base.Owl_computation_operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_operator</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Symbol/index.html">Symbol</a> : <a href="../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_operator (owl-base.Owl_computation_operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_operator</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Symbol/index.html">Symbol</a> : <a href="../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator_sig/index.html b/docs/owl-base/Owl_computation_operator_sig/index.html
index 434b83de1..163457f12 100644
--- a/docs/owl-base/Owl_computation_operator_sig/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_operator_sig (owl-base.Owl_computation_operator_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_operator_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_operator_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_operator_sig (owl-base.Owl_computation_operator_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_operator_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_operator_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Linalg/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Linalg/index.html
index 6be771ca2..914bee5ff 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_operator_sig.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_operator_sig.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Mat/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Mat/index.html
index b1658e401..466015153 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Mat/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_operator_sig.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_operator_sig.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Scalar/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Scalar/index.html
index c7b7d0cb0..e37d0b802 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_operator_sig.Sig.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_operator_sig.Sig.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Linalg/index.html
index a19c34fd4..dfeee80c3 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Mat/index.html
index 1ffc4de80..3e44b437d 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Scalar/index.html
index a6469d6d9..f6f2c42ae 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/index.html
index 39bbf872a..b3cdb432e 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/index.html
index dc5656152..1e80f1fa6 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/index.html
index 948745469..893d8d070 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> 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id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a 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</span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a 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array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/index.html
index 2a9e6a439..dd945076f 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_operator_sig.Sig.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/index.html
index 7f5f85199..e0e2d61b9 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_operator_sig.Sig.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_operator_sig.Sig.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_operator_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/index.html b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/index.html
index 2088de9d3..2ff5a80ce 100644
--- a/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_computation_operator_sig/module-type-Sig/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_operator_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_operator_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_operator_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_operator_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_operator_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_operator_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Linalg/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Linalg/index.html
index ca8e7d2bc..a547573d4 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_optimiser.Make.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_optimiser.Make.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Mat/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Mat/index.html
index 543c439f6..33f50b15d 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_optimiser.Make.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_optimiser.Make.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Scalar/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Scalar/index.html
index f110d53bb..358aa934e 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_optimiser.Make.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_optimiser.Make.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 1afb65454..2e775fe2c 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index 5b10c1379..64593c0e0 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index 716e9d21d..99965a3bf 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/index.html
index 7d76dd8f2..8ce61a756 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/index.html
index 65bfe4c7d..8edff486c 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/index.html
index 07e43fff4..8c0c39ce7 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/index.html
index 0787effc3..145d3fc07 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_optimiser.Make.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/index.html
index 593a67117..00ebdca45 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_optimiser.Make.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_optimiser.Make.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/index.html b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/index.html
index 4bfc270bc..816246f91 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/argument-1-Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_optimiser.Make.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_optimiser.Make.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_optimiser</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser/Make/index.html b/docs/owl-base/Owl_computation_optimiser/Make/index.html
index 6bebf6703..5e30d1d77 100644
--- a/docs/owl-base/Owl_computation_optimiser/Make/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/Make/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_optimiser.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_optimiser</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_optimiser.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Operator"><a href="#argument-1-Operator" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Operator/index.html">Operator</a></span><span> : <a href="../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> Operator</span><span> = <a href="argument-1-Operator/index.html">Operator</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_optimise_term"><a href="#val-_optimise_term" class="anchor"></a><code><span><span class="keyword">val</span> _optimise_term : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_000"><a href="#val-pattern_000" class="anchor"></a><code><span><span class="keyword">val</span> pattern_000 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_001"><a href="#val-pattern_001" class="anchor"></a><code><span><span class="keyword">val</span> pattern_001 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_002"><a href="#val-pattern_002" class="anchor"></a><code><span><span class="keyword">val</span> pattern_002 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_003"><a href="#val-pattern_003" class="anchor"></a><code><span><span class="keyword">val</span> pattern_003 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_004"><a href="#val-pattern_004" class="anchor"></a><code><span><span class="keyword">val</span> pattern_004 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_005"><a href="#val-pattern_005" class="anchor"></a><code><span><span class="keyword">val</span> pattern_005 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_006"><a href="#val-pattern_006" class="anchor"></a><code><span><span class="keyword">val</span> pattern_006 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_007"><a href="#val-pattern_007" class="anchor"></a><code><span><span class="keyword">val</span> pattern_007 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_008"><a href="#val-pattern_008" class="anchor"></a><code><span><span class="keyword">val</span> pattern_008 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_009"><a href="#val-pattern_009" class="anchor"></a><code><span><span class="keyword">val</span> pattern_009 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_010"><a href="#val-pattern_010" class="anchor"></a><code><span><span class="keyword">val</span> pattern_010 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_011"><a href="#val-pattern_011" class="anchor"></a><code><span><span class="keyword">val</span> pattern_011 : <span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-op">Operator.Symbol.Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_012"><a href="#val-pattern_012" class="anchor"></a><code><span><span class="keyword">val</span> pattern_012 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_013"><a href="#val-pattern_013" class="anchor"></a><code><span><span class="keyword">val</span> pattern_013 : <span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-op">Operator.Symbol.Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_014"><a href="#val-pattern_014" class="anchor"></a><code><span><span class="keyword">val</span> pattern_014 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_016"><a href="#val-pattern_016" class="anchor"></a><code><span><span class="keyword">val</span> pattern_016 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_017"><a href="#val-pattern_017" class="anchor"></a><code><span><span class="keyword">val</span> pattern_017 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_015"><a href="#val-pattern_015" class="anchor"></a><code><span><span class="keyword">val</span> pattern_015 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_018"><a href="#val-pattern_018" class="anchor"></a><code><span><span class="keyword">val</span> pattern_018 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_019"><a href="#val-pattern_019" class="anchor"></a><code><span><span class="keyword">val</span> pattern_019 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_020"><a href="#val-pattern_020" class="anchor"></a><code><span><span class="keyword">val</span> pattern_020 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_021"><a href="#val-pattern_021" class="anchor"></a><code><span><span class="keyword">val</span> pattern_021 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_022"><a href="#val-pattern_022" class="anchor"></a><code><span><span class="keyword">val</span> pattern_022 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_023"><a href="#val-pattern_023" class="anchor"></a><code><span><span class="keyword">val</span> pattern_023 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_024"><a href="#val-pattern_024" class="anchor"></a><code><span><span class="keyword">val</span> pattern_024 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_optimiser.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_optimiser</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_optimiser.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Operator"><a href="#argument-1-Operator" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Operator/index.html">Operator</a></span><span> : <a href="../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> Operator</span><span> = <a href="argument-1-Operator/index.html">Operator</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_optimise_term"><a href="#val-_optimise_term" class="anchor"></a><code><span><span class="keyword">val</span> _optimise_term : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_000"><a href="#val-pattern_000" class="anchor"></a><code><span><span class="keyword">val</span> pattern_000 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_001"><a href="#val-pattern_001" class="anchor"></a><code><span><span class="keyword">val</span> pattern_001 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_002"><a href="#val-pattern_002" class="anchor"></a><code><span><span class="keyword">val</span> pattern_002 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_003"><a href="#val-pattern_003" class="anchor"></a><code><span><span class="keyword">val</span> pattern_003 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_004"><a href="#val-pattern_004" class="anchor"></a><code><span><span class="keyword">val</span> pattern_004 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_005"><a href="#val-pattern_005" class="anchor"></a><code><span><span class="keyword">val</span> pattern_005 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_006"><a href="#val-pattern_006" class="anchor"></a><code><span><span class="keyword">val</span> pattern_006 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_007"><a href="#val-pattern_007" class="anchor"></a><code><span><span class="keyword">val</span> pattern_007 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_008"><a href="#val-pattern_008" class="anchor"></a><code><span><span class="keyword">val</span> pattern_008 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_009"><a href="#val-pattern_009" class="anchor"></a><code><span><span class="keyword">val</span> pattern_009 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_010"><a href="#val-pattern_010" class="anchor"></a><code><span><span class="keyword">val</span> pattern_010 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_011"><a href="#val-pattern_011" class="anchor"></a><code><span><span class="keyword">val</span> pattern_011 : <span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-op">Operator.Symbol.Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_012"><a href="#val-pattern_012" class="anchor"></a><code><span><span class="keyword">val</span> pattern_012 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_013"><a href="#val-pattern_013" class="anchor"></a><code><span><span class="keyword">val</span> pattern_013 : <span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-op">Operator.Symbol.Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_014"><a href="#val-pattern_014" class="anchor"></a><code><span><span class="keyword">val</span> pattern_014 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_016"><a href="#val-pattern_016" class="anchor"></a><code><span><span class="keyword">val</span> pattern_016 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_017"><a href="#val-pattern_017" class="anchor"></a><code><span><span class="keyword">val</span> pattern_017 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_015"><a href="#val-pattern_015" class="anchor"></a><code><span><span class="keyword">val</span> pattern_015 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_018"><a href="#val-pattern_018" class="anchor"></a><code><span><span class="keyword">val</span> pattern_018 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_019"><a href="#val-pattern_019" class="anchor"></a><code><span><span class="keyword">val</span> pattern_019 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_020"><a href="#val-pattern_020" class="anchor"></a><code><span><span class="keyword">val</span> pattern_020 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_021"><a href="#val-pattern_021" class="anchor"></a><code><span><span class="keyword">val</span> pattern_021 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_022"><a href="#val-pattern_022" class="anchor"></a><code><span><span class="keyword">val</span> pattern_022 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_023"><a href="#val-pattern_023" class="anchor"></a><code><span><span class="keyword">val</span> pattern_023 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pattern_024"><a href="#val-pattern_024" class="anchor"></a><code><span><span class="keyword">val</span> pattern_024 : <span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="argument-1-Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser/index.html b/docs/owl-base/Owl_computation_optimiser/index.html
index 73f42309e..9ac5234e4 100644
--- a/docs/owl-base/Owl_computation_optimiser/index.html
+++ b/docs/owl-base/Owl_computation_optimiser/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_optimiser (owl-base.Owl_computation_optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_optimiser</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Operator/index.html">Operator</a> : <a href="../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_optimiser (owl-base.Owl_computation_optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_optimiser</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Operator/index.html">Operator</a> : <a href="../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/index.html b/docs/owl-base/Owl_computation_optimiser_sig/index.html
index 50beb39ba..dfb6649b8 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_optimiser_sig (owl-base.Owl_computation_optimiser_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_optimiser_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_optimiser_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_optimiser_sig (owl-base.Owl_computation_optimiser_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_optimiser_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_optimiser_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Linalg/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Linalg/index.html
index 5673decf2..897dd2341 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Mat/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Mat/index.html
index 0d0dad7ce..958800dc8 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Scalar/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Scalar/index.html
index 5e970bff0..e9b3ed5b1 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
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--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index 2ee08df3e..b5c64766a 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index b3e9e2273..54f505600 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/index.html
index b088e6810..45cb39a52 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/index.html
index 2b653ca3e..d8b6a5edd 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/index.html
index b859eda6a..9b4cd981a 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/index.html
index f1dabb1a2..96d25527a 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/index.html
index 174ed17a1..17c4a6aa8 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_computation_optimiser_sig.Sig.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/index.html
index 50ddb9cce..6d1462988 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_optimiser_sig.Sig.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_computation_optimiser_sig.Sig.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_optimiser_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/index.html b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/index.html
index 2676f3eaf..1c8f7dda6 100644
--- a/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_computation_optimiser_sig/module-type-Sig/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_optimiser_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_optimiser_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_optimiser_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_optimiser_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_optimiser_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_optimiser_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Linalg/index.html
index a882c402f..52a8f0910 100644
--- a/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_shape.Make.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_shape.Make.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Mat/index.html
index 8a75f143f..11e9125f8 100644
--- a/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_shape.Make.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_shape.Make.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Scalar/index.html
index f46d5bbb6..e303e8059 100644
--- a/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_shape.Make.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_shape.Make.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/index.html b/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/index.html
index b602d5f85..8e5a24230 100644
--- a/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_shape.Make.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_shape.Make.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/index.html b/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/Device/index.html
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_shape.Make.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_shape.Make.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/index.html b/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/index.html
index 5ca6facfb..d8b69dc30 100644
--- a/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/index.html
+++ b/docs/owl-base/Owl_computation_shape/Make/argument-1-Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_shape.Make.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_shape.Make.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_shape</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_shape/Make/index.html b/docs/owl-base/Owl_computation_shape/Make/index.html
index c88b123b9..98843dcf6 100644
--- a/docs/owl-base/Owl_computation_shape/Make/index.html
+++ b/docs/owl-base/Owl_computation_shape/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_shape.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_shape</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_shape.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Type"><a href="#argument-1-Type" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Type/index.html">Type</a></span><span> : <a href="../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> Type</span><span> = <a href="argument-1-Type/index.html">Type</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_infer_shape_00"><a href="#val-_infer_shape_00" class="anchor"></a><code><span><span class="keyword">val</span> _infer_shape_00 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'b</span> array</span> option</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_infer_shape_01"><a href="#val-_infer_shape_01" class="anchor"></a><code><span><span class="keyword">val</span> _infer_shape_01 : <span><span><span><span><span><span class="type-var">'a</span> array</span> option</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> option</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_infer_shape_02"><a href="#val-_infer_shape_02" class="anchor"></a><code><span><span class="keyword">val</span> _infer_shape_02 : <span><span><span><span><span><span class="type-var">'a</span> array</span> option</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> option</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_infer_shape_03"><a href="#val-_infer_shape_03" class="anchor"></a><code><span><span class="keyword">val</span> _infer_shape_03 : <span><span><span><span><span>int array</span> option</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> option</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_infer_shape_04"><a href="#val-_infer_shape_04" class="anchor"></a><code><span><span class="keyword">val</span> _infer_shape_04 : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_shape.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_shape</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_shape.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Type"><a href="#argument-1-Type" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Type/index.html">Type</a></span><span> : <a href="../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> Type</span><span> = <a href="argument-1-Type/index.html">Type</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_infer_shape_00"><a href="#val-_infer_shape_00" class="anchor"></a><code><span><span class="keyword">val</span> _infer_shape_00 : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'b</span> array</span> option</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_infer_shape_01"><a href="#val-_infer_shape_01" class="anchor"></a><code><span><span class="keyword">val</span> _infer_shape_01 : <span><span><span><span><span><span class="type-var">'a</span> array</span> option</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> option</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_infer_shape_02"><a href="#val-_infer_shape_02" class="anchor"></a><code><span><span class="keyword">val</span> _infer_shape_02 : <span><span><span><span><span><span class="type-var">'a</span> array</span> option</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> option</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_infer_shape_03"><a href="#val-_infer_shape_03" class="anchor"></a><code><span><span class="keyword">val</span> _infer_shape_03 : <span><span><span><span><span>int array</span> option</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> option</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_infer_shape_04"><a href="#val-_infer_shape_04" class="anchor"></a><code><span><span class="keyword">val</span> _infer_shape_04 : 
   <span><span><span><span><span>int array</span> option</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_infer_shape_05"><a href="#val-_infer_shape_05" class="anchor"></a><code><span><span class="keyword">val</span> _infer_shape_05 : 
diff --git a/docs/owl-base/Owl_computation_shape/index.html b/docs/owl-base/Owl_computation_shape/index.html
index 9d58d9f76..ce07dcbdd 100644
--- a/docs/owl-base/Owl_computation_shape/index.html
+++ b/docs/owl-base/Owl_computation_shape/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_shape (owl-base.Owl_computation_shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_shape</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_shape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Type/index.html">Type</a> : <a href="../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_shape (owl-base.Owl_computation_shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_shape</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_shape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Type/index.html">Type</a> : <a href="../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_shape_sig/index.html b/docs/owl-base/Owl_computation_shape_sig/index.html
index df7cbd21e..6fcfaab29 100644
--- a/docs/owl-base/Owl_computation_shape_sig/index.html
+++ b/docs/owl-base/Owl_computation_shape_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_shape_sig (owl-base.Owl_computation_shape_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_shape_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_shape_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_shape_sig (owl-base.Owl_computation_shape_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_shape_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_shape_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Linalg/index.html
index 8ed5e898b..a5d7e5fd3 100644
--- a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_shape_sig.Sig.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_shape_sig.Sig.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Mat/index.html
index a5c006690..c8f63a1e7 100644
--- a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_shape_sig.Sig.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_shape_sig.Sig.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Scalar/index.html
index 1c8b47ef8..cc035a331 100644
--- a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_shape_sig.Sig.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_shape_sig.Sig.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/index.html b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/index.html
index 91a23fa0a..55770d5fc 100644
--- a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_shape_sig.Sig.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_shape_sig.Sig.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/index.html b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/index.html
index ab61afbb6..3aa2e2b28 100644
--- a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_shape_sig.Sig.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_shape_sig.Sig.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/index.html b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/index.html
index 0cf66e621..77973d5d5 100644
--- a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/index.html
+++ b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_shape_sig.Sig.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_shape_sig.Sig.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_shape_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/index.html b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/index.html
index 84bf1fdff..005a6c9a1 100644
--- a/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_computation_shape_sig/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_shape_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_shape_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_shape_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_shape_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_shape_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_shape_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Linalg/index.html
index 5d2b34999..ad70d7d8d 100644
--- a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_symbol.Make.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_symbol.Make.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Mat/index.html
index 056992269..57c18ca63 100644
--- a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_symbol.Make.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_symbol.Make.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Scalar/index.html
index a2502a630..463c2e3cd 100644
--- a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_symbol.Make.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_symbol.Make.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/index.html
index 691714ce5..6171bb906 100644
--- a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_symbol.Make.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_symbol.Make.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/index.html
index 3f0253ada..108fd94c7 100644
--- a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_symbol.Make.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_symbol.Make.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/index.html b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/index.html
index ad6019f8d..439a7f188 100644
--- a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_symbol.Make.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_symbol.Make.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/index.html b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/index.html
index 3e13d9558..6179f1ad2 100644
--- a/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/index.html
+++ b/docs/owl-base/Owl_computation_symbol/Make/argument-1-Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_symbol.Make.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_symbol.Make.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_symbol</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol/Make/index.html b/docs/owl-base/Owl_computation_symbol/Make/index.html
index edc07b526..29811979a 100644
--- a/docs/owl-base/Owl_computation_symbol/Make/index.html
+++ b/docs/owl-base/Owl_computation_symbol/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_symbol.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_symbol</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_symbol.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Shape"><a href="#argument-1-Shape" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Shape/index.html">Shape</a></span><span> : <a href="../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> Shape</span><span> = <a href="argument-1-Shape/index.html">Shape</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="argument-1-Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="argument-1-Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="argument-1-Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="argument-1-Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="argument-1-Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="argument-1-Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="argument-1-Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="argument-1-Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="argument-1-Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="argument-1-Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="argument-1-Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-new_block_id"><a href="#val-new_block_id" class="anchor"></a><code><span><span class="keyword">val</span> new_block_id : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_empty_block"><a href="#val-make_empty_block" class="anchor"></a><code><span><span class="keyword">val</span> make_empty_block : <span><span class="optlabel">?block_id</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Shape/Type/index.html#type-block">Shape.Type.block</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_value_block"><a href="#val-make_value_block" class="anchor"></a><code><span><span class="keyword">val</span> make_value_block : <span><a href="argument-1-Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_symbol.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_symbol</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_symbol.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Shape"><a href="#argument-1-Shape" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Shape/index.html">Shape</a></span><span> : <a href="../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> Shape</span><span> = <a href="argument-1-Shape/index.html">Shape</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="argument-1-Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="argument-1-Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="argument-1-Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="argument-1-Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="argument-1-Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="argument-1-Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="argument-1-Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="argument-1-Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="argument-1-Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="argument-1-Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="argument-1-Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-new_block_id"><a href="#val-new_block_id" class="anchor"></a><code><span><span class="keyword">val</span> new_block_id : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_empty_block"><a href="#val-make_empty_block" class="anchor"></a><code><span><span class="keyword">val</span> make_empty_block : <span><span class="optlabel">?block_id</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Shape/Type/index.html#type-block">Shape.Type.block</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_value_block"><a href="#val-make_value_block" class="anchor"></a><code><span><span class="keyword">val</span> make_value_block : <span><a href="argument-1-Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="argument-1-Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_symbol/index.html b/docs/owl-base/Owl_computation_symbol/index.html
index 58191d209..5f4c2d67a 100644
--- a/docs/owl-base/Owl_computation_symbol/index.html
+++ b/docs/owl-base/Owl_computation_symbol/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_symbol (owl-base.Owl_computation_symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_symbol</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Shape/index.html">Shape</a> : <a href="../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_symbol (owl-base.Owl_computation_symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_symbol</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Shape/index.html">Shape</a> : <a href="../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol_sig/index.html b/docs/owl-base/Owl_computation_symbol_sig/index.html
index 76af344dc..604b59c0a 100644
--- a/docs/owl-base/Owl_computation_symbol_sig/index.html
+++ b/docs/owl-base/Owl_computation_symbol_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_symbol_sig (owl-base.Owl_computation_symbol_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_symbol_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_symbol_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_symbol_sig (owl-base.Owl_computation_symbol_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_symbol_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_symbol_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Linalg/index.html
index d849fbf60..f1beb1097 100644
--- a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Mat/index.html
index 34e7b14b4..7a16841e9 100644
--- a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Scalar/index.html
index 66fb6c221..0de2104b4 100644
--- a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/index.html
index 00aa14abc..22b23b477 100644
--- a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/index.html b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/index.html
index 7f4493183..cb081737f 100644
--- a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/index.html b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/index.html
index 7a9e97465..318901ad5 100644
--- a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/index.html
+++ b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_computation_symbol_sig.Sig.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a 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class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/index.html b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/index.html
index 6170e4b70..b67c59371 100644
--- a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/index.html
+++ b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_symbol_sig.Sig.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_computation_symbol_sig.Sig.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_symbol_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/index.html b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/index.html
index 418e621bd..80397f456 100644
--- a/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_computation_symbol_sig/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_symbol_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_symbol_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_symbol_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_symbol_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_symbol_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_symbol_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Linalg/index.html
index 5cbb2433a..a8c45cbeb 100644
--- a/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_type.Make.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_type.Make.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Mat/index.html b/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Mat/index.html
index 69387a54d..b8d863d5c 100644
--- a/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_type.Make.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_type.Make.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Scalar/index.html
index 917220cba..e0416d1cc 100644
--- a/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_type.Make.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_type.Make.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/index.html b/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/index.html
index a9e26b361..0377bce0d 100644
--- a/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/index.html
+++ b/docs/owl-base/Owl_computation_type/Make/argument-1-Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_type.Make.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_type</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_type.Make.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_type</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_type/Make/argument-1-Device/index.html b/docs/owl-base/Owl_computation_type/Make/argument-1-Device/index.html
index 9443e731d..f434f2129 100644
--- a/docs/owl-base/Owl_computation_type/Make/argument-1-Device/index.html
+++ b/docs/owl-base/Owl_computation_type/Make/argument-1-Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_type.Make.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_type</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_type.Make.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_type</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_type/Make/index.html b/docs/owl-base/Owl_computation_type/Make/index.html
index 62d1ecb93..fad3c6300 100644
--- a/docs/owl-base/Owl_computation_type/Make/index.html
+++ b/docs/owl-base/Owl_computation_type/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_type.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_type</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_type.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Device"><a href="#argument-1-Device" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Device/index.html">Device</a></span><span> : <a href="../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> Device</span><span> = <a href="argument-1-Device/index.html">Device</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="argument-1-Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="argument-1-Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="argument-1-Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="argument-1-Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_computation_type.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_type</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_type.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Device"><a href="#argument-1-Device" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Device/index.html">Device</a></span><span> : <a href="../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> Device</span><span> = <a href="argument-1-Device/index.html">Device</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="argument-1-Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="argument-1-Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="argument-1-Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="argument-1-Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="argument-1-Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types/index.html#type-padding">Owl_types.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_type/index.html b/docs/owl-base/Owl_computation_type/index.html
index 9d6935b68..1e95f3379 100644
--- a/docs/owl-base/Owl_computation_type/index.html
+++ b/docs/owl-base/Owl_computation_type/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_type (owl-base.Owl_computation_type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_type</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_type</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Device/index.html">Device</a> : <a href="../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_type (owl-base.Owl_computation_type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_type</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_type</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Device/index.html">Device</a> : <a href="../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_type_sig/index.html b/docs/owl-base/Owl_computation_type_sig/index.html
index 9fe3d2e4d..6222c0e60 100644
--- a/docs/owl-base/Owl_computation_type_sig/index.html
+++ b/docs/owl-base/Owl_computation_type_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_type_sig (owl-base.Owl_computation_type_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_type_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_type_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_computation_type_sig (owl-base.Owl_computation_type_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_computation_type_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_computation_type_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Linalg/index.html b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Linalg/index.html
index cb35c487e..95a6f2223 100644
--- a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_type_sig.Sig.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_computation_type_sig.Sig.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Mat/index.html b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Mat/index.html
index dcd47358f..9a9d0142c 100644
--- a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_type_sig.Sig.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_computation_type_sig.Sig.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Scalar/index.html b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Scalar/index.html
index 46c26f8b2..150e8ca36 100644
--- a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_type_sig.Sig.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_computation_type_sig.Sig.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_computation_type_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/index.html b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/index.html
index a0da21f9c..75d6511e1 100644
--- a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/index.html
+++ b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_type_sig.Sig.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_type_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_computation_type_sig.Sig.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_computation_type_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/index.html b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/index.html
index 5470a584d..4babd3c46 100644
--- a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/index.html
+++ b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_type_sig.Sig.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_type_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_computation_type_sig.Sig.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_computation_type_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/index.html b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/index.html
index 5991f02ec..35ee4d5c5 100644
--- a/docs/owl-base/Owl_computation_type_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_computation_type_sig/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_type_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_type_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_type_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_computation_type_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_computation_type_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_computation_type_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_const/CGS/index.html b/docs/owl-base/Owl_const/CGS/index.html
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+++ b/docs/owl-base/Owl_const/CGS/index.html
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-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>CGS (owl-base.Owl_const.CGS)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_const</a> &#x00BB; CGS</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const.CGS</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-speed_of_light"><a href="#val-speed_of_light" class="anchor"></a><code><span><span class="keyword">val</span> speed_of_light : float</span></code></div><div class="spec-doc"><p>speed_of_light = 2.99792458e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gravitational_constant"><a href="#val-gravitational_constant" class="anchor"></a><code><span><span class="keyword">val</span> gravitational_constant : float</span></code></div><div class="spec-doc"><p>gravitational_constant = 6.673e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_h"><a href="#val-plancks_constant_h" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_h : float</span></code></div><div class="spec-doc"><p>plancks_constant_h = 6.62606896e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_hbar"><a href="#val-plancks_constant_hbar" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_hbar : float</span></code></div><div class="spec-doc"><p>plancks_constant_hbar = 1.05457162825e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-astronomical_unit"><a href="#val-astronomical_unit" class="anchor"></a><code><span><span class="keyword">val</span> astronomical_unit : float</span></code></div><div class="spec-doc"><p>astronomical_unit = 1.49597870691e13</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-light_year"><a href="#val-light_year" class="anchor"></a><code><span><span class="keyword">val</span> light_year : float</span></code></div><div class="spec-doc"><p>light_year = 9.46053620707e17</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-parsec"><a href="#val-parsec" class="anchor"></a><code><span><span class="keyword">val</span> parsec : float</span></code></div><div class="spec-doc"><p>parsec = 3.08567758135e18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grav_accel"><a href="#val-grav_accel" class="anchor"></a><code><span><span class="keyword">val</span> grav_accel : float</span></code></div><div class="spec-doc"><p>grav_accel = 9.80665e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_volt"><a href="#val-electron_volt" class="anchor"></a><code><span><span class="keyword">val</span> electron_volt : float</span></code></div><div class="spec-doc"><p>electron_volt = 1.602176487e-12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_electron"><a href="#val-mass_electron" class="anchor"></a><code><span><span class="keyword">val</span> mass_electron : float</span></code></div><div class="spec-doc"><p>mass_electron = 9.10938188e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_muon"><a href="#val-mass_muon" class="anchor"></a><code><span><span class="keyword">val</span> mass_muon : float</span></code></div><div class="spec-doc"><p>mass_muon = 1.88353109e-25</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_proton"><a href="#val-mass_proton" class="anchor"></a><code><span><span class="keyword">val</span> mass_proton : float</span></code></div><div class="spec-doc"><p>mass_proton = 1.67262158e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_neutron"><a href="#val-mass_neutron" class="anchor"></a><code><span><span class="keyword">val</span> mass_neutron : float</span></code></div><div class="spec-doc"><p>mass_neutron = 1.67492716e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rydberg"><a href="#val-rydberg" class="anchor"></a><code><span><span class="keyword">val</span> rydberg : float</span></code></div><div class="spec-doc"><p>rydberg = 2.17987196968e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-boltzmann"><a href="#val-boltzmann" class="anchor"></a><code><span><span class="keyword">val</span> boltzmann : float</span></code></div><div class="spec-doc"><p>boltzmann = 1.3806504e-16</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-molar_gas"><a href="#val-molar_gas" class="anchor"></a><code><span><span class="keyword">val</span> molar_gas : float</span></code></div><div class="spec-doc"><p>molar_gas = 8.314472e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-standard_gas_volume"><a href="#val-standard_gas_volume" class="anchor"></a><code><span><span class="keyword">val</span> standard_gas_volume : float</span></code></div><div class="spec-doc"><p>standard_gas_volume = 2.2710981e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minute"><a href="#val-minute" class="anchor"></a><code><span><span class="keyword">val</span> minute : float</span></code></div><div class="spec-doc"><p>minute = 6e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hour"><a href="#val-hour" class="anchor"></a><code><span><span class="keyword">val</span> hour : float</span></code></div><div class="spec-doc"><p>hour = 3.6e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-day"><a href="#val-day" class="anchor"></a><code><span><span class="keyword">val</span> day : float</span></code></div><div class="spec-doc"><p>day = 8.64e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-week"><a href="#val-week" class="anchor"></a><code><span><span class="keyword">val</span> week : float</span></code></div><div class="spec-doc"><p>week = 6.048e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch"><a href="#val-inch" class="anchor"></a><code><span><span class="keyword">val</span> inch : float</span></code></div><div class="spec-doc"><p>inch = 2.54e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foot"><a href="#val-foot" class="anchor"></a><code><span><span class="keyword">val</span> foot : float</span></code></div><div class="spec-doc"><p>foot = 3.048e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yard"><a href="#val-yard" class="anchor"></a><code><span><span class="keyword">val</span> yard : float</span></code></div><div class="spec-doc"><p>yard = 9.144e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mile"><a href="#val-mile" class="anchor"></a><code><span><span class="keyword">val</span> mile : float</span></code></div><div class="spec-doc"><p>mile = 1.609344e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nautical_mile"><a href="#val-nautical_mile" class="anchor"></a><code><span><span class="keyword">val</span> nautical_mile : float</span></code></div><div class="spec-doc"><p>nautical_mile = 1.852e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fathom"><a href="#val-fathom" class="anchor"></a><code><span><span class="keyword">val</span> fathom : float</span></code></div><div class="spec-doc"><p>fathom = 1.8288e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mil"><a href="#val-mil" class="anchor"></a><code><span><span class="keyword">val</span> mil : float</span></code></div><div class="spec-doc"><p>mil = 2.54e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-point"><a href="#val-point" class="anchor"></a><code><span><span class="keyword">val</span> point : float</span></code></div><div class="spec-doc"><p>point = 3.52777777778e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-texpoint"><a href="#val-texpoint" class="anchor"></a><code><span><span class="keyword">val</span> texpoint : float</span></code></div><div class="spec-doc"><p>texpoint = 3.51459803515e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-micron"><a href="#val-micron" class="anchor"></a><code><span><span class="keyword">val</span> micron : float</span></code></div><div class="spec-doc"><p>micron = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angstrom"><a href="#val-angstrom" class="anchor"></a><code><span><span class="keyword">val</span> angstrom : float</span></code></div><div class="spec-doc"><p>angstrom = 1e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hectare"><a href="#val-hectare" class="anchor"></a><code><span><span class="keyword">val</span> hectare : float</span></code></div><div class="spec-doc"><p>hectare = 1e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acre"><a href="#val-acre" class="anchor"></a><code><span><span class="keyword">val</span> acre : float</span></code></div><div class="spec-doc"><p>acre = 4.04685642241e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-barn"><a href="#val-barn" class="anchor"></a><code><span><span class="keyword">val</span> barn : float</span></code></div><div class="spec-doc"><p>barn = 1e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-liter"><a href="#val-liter" class="anchor"></a><code><span><span class="keyword">val</span> liter : float</span></code></div><div class="spec-doc"><p>liter = 1e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-us_gallon"><a href="#val-us_gallon" class="anchor"></a><code><span><span class="keyword">val</span> us_gallon : float</span></code></div><div class="spec-doc"><p>us_gallon = 3.78541178402e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-quart"><a href="#val-quart" class="anchor"></a><code><span><span class="keyword">val</span> quart : float</span></code></div><div class="spec-doc"><p>quart = 9.46352946004e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pint"><a href="#val-pint" class="anchor"></a><code><span><span class="keyword">val</span> pint : float</span></code></div><div class="spec-doc"><p>pint = 4.73176473002e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cup"><a href="#val-cup" class="anchor"></a><code><span><span class="keyword">val</span> cup : float</span></code></div><div class="spec-doc"><p>cup = 2.36588236501e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fluid_ounce"><a href="#val-fluid_ounce" class="anchor"></a><code><span><span class="keyword">val</span> fluid_ounce : float</span></code></div><div class="spec-doc"><p>fluid_ounce = 2.95735295626e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tablespoon"><a href="#val-tablespoon" class="anchor"></a><code><span><span class="keyword">val</span> tablespoon : float</span></code></div><div class="spec-doc"><p>tablespoon = 1.47867647813e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-teaspoon"><a href="#val-teaspoon" class="anchor"></a><code><span><span class="keyword">val</span> teaspoon : float</span></code></div><div class="spec-doc"><p>teaspoon = 4.92892159375e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-canadian_gallon"><a href="#val-canadian_gallon" class="anchor"></a><code><span><span class="keyword">val</span> canadian_gallon : float</span></code></div><div class="spec-doc"><p>canadian_gallon = 4.54609e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_gallon"><a href="#val-uk_gallon" class="anchor"></a><code><span><span class="keyword">val</span> uk_gallon : float</span></code></div><div class="spec-doc"><p>uk_gallon = 4.546092e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-miles_per_hour"><a href="#val-miles_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> miles_per_hour : float</span></code></div><div class="spec-doc"><p>miles_per_hour = 4.4704e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilometers_per_hour"><a href="#val-kilometers_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> kilometers_per_hour : float</span></code></div><div class="spec-doc"><p>kilometers_per_hour = 2.77777777778e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-knot"><a href="#val-knot" class="anchor"></a><code><span><span class="keyword">val</span> knot : float</span></code></div><div class="spec-doc"><p>knot = 5.14444444444e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_mass"><a href="#val-pound_mass" class="anchor"></a><code><span><span class="keyword">val</span> pound_mass : float</span></code></div><div class="spec-doc"><p>pound_mass = 4.5359237e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ounce_mass"><a href="#val-ounce_mass" class="anchor"></a><code><span><span class="keyword">val</span> ounce_mass : float</span></code></div><div class="spec-doc"><p>ounce_mass = 2.8349523125e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ton"><a href="#val-ton" class="anchor"></a><code><span><span class="keyword">val</span> ton : float</span></code></div><div class="spec-doc"><p>ton = 9.0718474e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-metric_ton"><a href="#val-metric_ton" class="anchor"></a><code><span><span class="keyword">val</span> metric_ton : float</span></code></div><div class="spec-doc"><p>metric_ton = 1e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_ton"><a href="#val-uk_ton" class="anchor"></a><code><span><span class="keyword">val</span> uk_ton : float</span></code></div><div class="spec-doc"><p>uk_ton = 1.0160469088e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-troy_ounce"><a href="#val-troy_ounce" class="anchor"></a><code><span><span class="keyword">val</span> troy_ounce : float</span></code></div><div class="spec-doc"><p>troy_ounce = 3.1103475e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-carat"><a href="#val-carat" class="anchor"></a><code><span><span class="keyword">val</span> carat : float</span></code></div><div class="spec-doc"><p>carat = 2e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unified_atomic_mass"><a href="#val-unified_atomic_mass" class="anchor"></a><code><span><span class="keyword">val</span> unified_atomic_mass : float</span></code></div><div class="spec-doc"><p>unified_atomic_mass = 1.660538782e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gram_force"><a href="#val-gram_force" class="anchor"></a><code><span><span class="keyword">val</span> gram_force : float</span></code></div><div class="spec-doc"><p>gram_force = 9.80665e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_force"><a href="#val-pound_force" class="anchor"></a><code><span><span class="keyword">val</span> pound_force : float</span></code></div><div class="spec-doc"><p>pound_force = 4.44822161526e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilopound_force"><a href="#val-kilopound_force" class="anchor"></a><code><span><span class="keyword">val</span> kilopound_force : float</span></code></div><div class="spec-doc"><p>kilopound_force = 4.44822161526e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poundal"><a href="#val-poundal" class="anchor"></a><code><span><span class="keyword">val</span> poundal : float</span></code></div><div class="spec-doc"><p>poundal = 1.38255e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calorie"><a href="#val-calorie" class="anchor"></a><code><span><span class="keyword">val</span> calorie : float</span></code></div><div class="spec-doc"><p>calorie = 4.1868e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btu"><a href="#val-btu" class="anchor"></a><code><span><span class="keyword">val</span> btu : float</span></code></div><div class="spec-doc"><p>btu = 1.05505585262e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-therm"><a href="#val-therm" class="anchor"></a><code><span><span class="keyword">val</span> therm : float</span></code></div><div class="spec-doc"><p>therm = 1.05506e15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-horsepower"><a href="#val-horsepower" class="anchor"></a><code><span><span class="keyword">val</span> horsepower : float</span></code></div><div class="spec-doc"><p>horsepower = 7.457e9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bar"><a href="#val-bar" class="anchor"></a><code><span><span class="keyword">val</span> bar : float</span></code></div><div class="spec-doc"><p>bar = 1e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_atmosphere"><a href="#val-std_atmosphere" class="anchor"></a><code><span><span class="keyword">val</span> std_atmosphere : float</span></code></div><div class="spec-doc"><p>std_atmosphere = 1.01325e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-torr"><a href="#val-torr" class="anchor"></a><code><span><span class="keyword">val</span> torr : float</span></code></div><div class="spec-doc"><p>torr = 1.33322368421e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meter_of_mercury"><a href="#val-meter_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> meter_of_mercury : float</span></code></div><div class="spec-doc"><p>meter_of_mercury = 1.33322368421e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_mercury"><a href="#val-inch_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_mercury : float</span></code></div><div class="spec-doc"><p>inch_of_mercury = 3.38638815789e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_water"><a href="#val-inch_of_water" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_water : float</span></code></div><div class="spec-doc"><p>inch_of_water = 2.490889e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-psi"><a href="#val-psi" class="anchor"></a><code><span><span class="keyword">val</span> psi : float</span></code></div><div class="spec-doc"><p>psi = 6.89475729317e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poise"><a href="#val-poise" class="anchor"></a><code><span><span class="keyword">val</span> poise : float</span></code></div><div class="spec-doc"><p>poise = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stokes"><a href="#val-stokes" class="anchor"></a><code><span><span class="keyword">val</span> stokes : float</span></code></div><div class="spec-doc"><p>stokes = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stilb"><a href="#val-stilb" class="anchor"></a><code><span><span class="keyword">val</span> stilb : float</span></code></div><div class="spec-doc"><p>stilb = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lumen"><a href="#val-lumen" class="anchor"></a><code><span><span class="keyword">val</span> lumen : float</span></code></div><div class="spec-doc"><p>lumen = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lux"><a href="#val-lux" class="anchor"></a><code><span><span class="keyword">val</span> lux : float</span></code></div><div class="spec-doc"><p>lux = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-phot"><a href="#val-phot" class="anchor"></a><code><span><span class="keyword">val</span> phot : float</span></code></div><div class="spec-doc"><p>phot = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footcandle"><a href="#val-footcandle" class="anchor"></a><code><span><span class="keyword">val</span> footcandle : float</span></code></div><div class="spec-doc"><p>footcandle = 1.076e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lambert"><a href="#val-lambert" class="anchor"></a><code><span><span class="keyword">val</span> lambert : float</span></code></div><div class="spec-doc"><p>lambert = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footlambert"><a href="#val-footlambert" class="anchor"></a><code><span><span class="keyword">val</span> footlambert : float</span></code></div><div class="spec-doc"><p>footlambert = 1.07639104e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-curie"><a href="#val-curie" class="anchor"></a><code><span><span class="keyword">val</span> curie : float</span></code></div><div class="spec-doc"><p>curie = 3.7e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-roentgen"><a href="#val-roentgen" class="anchor"></a><code><span><span class="keyword">val</span> roentgen : float</span></code></div><div class="spec-doc"><p>roentgen = 2.58e-7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rad"><a href="#val-rad" class="anchor"></a><code><span><span class="keyword">val</span> rad : float</span></code></div><div class="spec-doc"><p>rad = 1e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-solar_mass"><a href="#val-solar_mass" class="anchor"></a><code><span><span class="keyword">val</span> solar_mass : float</span></code></div><div class="spec-doc"><p>solar_mass = 1.98892e33</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_radius"><a href="#val-bohr_radius" class="anchor"></a><code><span><span class="keyword">val</span> bohr_radius : float</span></code></div><div class="spec-doc"><p>bohr_radius = 5.291772083e-9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-newton"><a href="#val-newton" class="anchor"></a><code><span><span class="keyword">val</span> newton : float</span></code></div><div class="spec-doc"><p>newton = 1e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dyne"><a href="#val-dyne" class="anchor"></a><code><span><span class="keyword">val</span> dyne : float</span></code></div><div class="spec-doc"><p>dyne = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-joule"><a href="#val-joule" class="anchor"></a><code><span><span class="keyword">val</span> joule : float</span></code></div><div class="spec-doc"><p>joule = 1e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erg"><a href="#val-erg" class="anchor"></a><code><span><span class="keyword">val</span> erg : float</span></code></div><div class="spec-doc"><p>erg = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stefan_boltzmann_constant"><a href="#val-stefan_boltzmann_constant" class="anchor"></a><code><span><span class="keyword">val</span> stefan_boltzmann_constant : float</span></code></div><div class="spec-doc"><p>stefan_boltzmann_constant = 5.67040047374e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-thomson_cross_section"><a href="#val-thomson_cross_section" class="anchor"></a><code><span><span class="keyword">val</span> thomson_cross_section : float</span></code></div><div class="spec-doc"><p>thomson_cross_section = 6.65245893699e-25</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>CGS (owl-base.Owl_const.CGS)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_const</a> &#x00BB; CGS</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const.CGS</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-speed_of_light"><a href="#val-speed_of_light" class="anchor"></a><code><span><span class="keyword">val</span> speed_of_light : float</span></code></div><div class="spec-doc"><p>speed_of_light = 2.99792458e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gravitational_constant"><a href="#val-gravitational_constant" class="anchor"></a><code><span><span class="keyword">val</span> gravitational_constant : float</span></code></div><div class="spec-doc"><p>gravitational_constant = 6.673e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_h"><a href="#val-plancks_constant_h" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_h : float</span></code></div><div class="spec-doc"><p>plancks_constant_h = 6.62606896e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_hbar"><a href="#val-plancks_constant_hbar" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_hbar : float</span></code></div><div class="spec-doc"><p>plancks_constant_hbar = 1.05457162825e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-astronomical_unit"><a href="#val-astronomical_unit" class="anchor"></a><code><span><span class="keyword">val</span> astronomical_unit : float</span></code></div><div class="spec-doc"><p>astronomical_unit = 1.49597870691e13</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-light_year"><a href="#val-light_year" class="anchor"></a><code><span><span class="keyword">val</span> light_year : float</span></code></div><div class="spec-doc"><p>light_year = 9.46053620707e17</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-parsec"><a href="#val-parsec" class="anchor"></a><code><span><span class="keyword">val</span> parsec : float</span></code></div><div class="spec-doc"><p>parsec = 3.08567758135e18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grav_accel"><a href="#val-grav_accel" class="anchor"></a><code><span><span class="keyword">val</span> grav_accel : float</span></code></div><div class="spec-doc"><p>grav_accel = 9.80665e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_volt"><a href="#val-electron_volt" class="anchor"></a><code><span><span class="keyword">val</span> electron_volt : float</span></code></div><div class="spec-doc"><p>electron_volt = 1.602176487e-12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_electron"><a href="#val-mass_electron" class="anchor"></a><code><span><span class="keyword">val</span> mass_electron : float</span></code></div><div class="spec-doc"><p>mass_electron = 9.10938188e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_muon"><a href="#val-mass_muon" class="anchor"></a><code><span><span class="keyword">val</span> mass_muon : float</span></code></div><div class="spec-doc"><p>mass_muon = 1.88353109e-25</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_proton"><a href="#val-mass_proton" class="anchor"></a><code><span><span class="keyword">val</span> mass_proton : float</span></code></div><div class="spec-doc"><p>mass_proton = 1.67262158e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_neutron"><a href="#val-mass_neutron" class="anchor"></a><code><span><span class="keyword">val</span> mass_neutron : float</span></code></div><div class="spec-doc"><p>mass_neutron = 1.67492716e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rydberg"><a href="#val-rydberg" class="anchor"></a><code><span><span class="keyword">val</span> rydberg : float</span></code></div><div class="spec-doc"><p>rydberg = 2.17987196968e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-boltzmann"><a href="#val-boltzmann" class="anchor"></a><code><span><span class="keyword">val</span> boltzmann : float</span></code></div><div class="spec-doc"><p>boltzmann = 1.3806504e-16</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-molar_gas"><a href="#val-molar_gas" class="anchor"></a><code><span><span class="keyword">val</span> molar_gas : float</span></code></div><div class="spec-doc"><p>molar_gas = 8.314472e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-standard_gas_volume"><a href="#val-standard_gas_volume" class="anchor"></a><code><span><span class="keyword">val</span> standard_gas_volume : float</span></code></div><div class="spec-doc"><p>standard_gas_volume = 2.2710981e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minute"><a href="#val-minute" class="anchor"></a><code><span><span class="keyword">val</span> minute : float</span></code></div><div class="spec-doc"><p>minute = 6e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hour"><a href="#val-hour" class="anchor"></a><code><span><span class="keyword">val</span> hour : float</span></code></div><div class="spec-doc"><p>hour = 3.6e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-day"><a href="#val-day" class="anchor"></a><code><span><span class="keyword">val</span> day : float</span></code></div><div class="spec-doc"><p>day = 8.64e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-week"><a href="#val-week" class="anchor"></a><code><span><span class="keyword">val</span> week : float</span></code></div><div class="spec-doc"><p>week = 6.048e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch"><a href="#val-inch" class="anchor"></a><code><span><span class="keyword">val</span> inch : float</span></code></div><div class="spec-doc"><p>inch = 2.54e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foot"><a href="#val-foot" class="anchor"></a><code><span><span class="keyword">val</span> foot : float</span></code></div><div class="spec-doc"><p>foot = 3.048e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yard"><a href="#val-yard" class="anchor"></a><code><span><span class="keyword">val</span> yard : float</span></code></div><div class="spec-doc"><p>yard = 9.144e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mile"><a href="#val-mile" class="anchor"></a><code><span><span class="keyword">val</span> mile : float</span></code></div><div class="spec-doc"><p>mile = 1.609344e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nautical_mile"><a href="#val-nautical_mile" class="anchor"></a><code><span><span class="keyword">val</span> nautical_mile : float</span></code></div><div class="spec-doc"><p>nautical_mile = 1.852e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fathom"><a href="#val-fathom" class="anchor"></a><code><span><span class="keyword">val</span> fathom : float</span></code></div><div class="spec-doc"><p>fathom = 1.8288e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mil"><a href="#val-mil" class="anchor"></a><code><span><span class="keyword">val</span> mil : float</span></code></div><div class="spec-doc"><p>mil = 2.54e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-point"><a href="#val-point" class="anchor"></a><code><span><span class="keyword">val</span> point : float</span></code></div><div class="spec-doc"><p>point = 3.52777777778e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-texpoint"><a href="#val-texpoint" class="anchor"></a><code><span><span class="keyword">val</span> texpoint : float</span></code></div><div class="spec-doc"><p>texpoint = 3.51459803515e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-micron"><a href="#val-micron" class="anchor"></a><code><span><span class="keyword">val</span> micron : float</span></code></div><div class="spec-doc"><p>micron = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angstrom"><a href="#val-angstrom" class="anchor"></a><code><span><span class="keyword">val</span> angstrom : float</span></code></div><div class="spec-doc"><p>angstrom = 1e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hectare"><a href="#val-hectare" class="anchor"></a><code><span><span class="keyword">val</span> hectare : float</span></code></div><div class="spec-doc"><p>hectare = 1e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acre"><a href="#val-acre" class="anchor"></a><code><span><span class="keyword">val</span> acre : float</span></code></div><div class="spec-doc"><p>acre = 4.04685642241e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-barn"><a href="#val-barn" class="anchor"></a><code><span><span class="keyword">val</span> barn : float</span></code></div><div class="spec-doc"><p>barn = 1e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-liter"><a href="#val-liter" class="anchor"></a><code><span><span class="keyword">val</span> liter : float</span></code></div><div class="spec-doc"><p>liter = 1e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-us_gallon"><a href="#val-us_gallon" class="anchor"></a><code><span><span class="keyword">val</span> us_gallon : float</span></code></div><div class="spec-doc"><p>us_gallon = 3.78541178402e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-quart"><a href="#val-quart" class="anchor"></a><code><span><span class="keyword">val</span> quart : float</span></code></div><div class="spec-doc"><p>quart = 9.46352946004e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pint"><a href="#val-pint" class="anchor"></a><code><span><span class="keyword">val</span> pint : float</span></code></div><div class="spec-doc"><p>pint = 4.73176473002e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cup"><a href="#val-cup" class="anchor"></a><code><span><span class="keyword">val</span> cup : float</span></code></div><div class="spec-doc"><p>cup = 2.36588236501e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fluid_ounce"><a href="#val-fluid_ounce" class="anchor"></a><code><span><span class="keyword">val</span> fluid_ounce : float</span></code></div><div class="spec-doc"><p>fluid_ounce = 2.95735295626e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tablespoon"><a href="#val-tablespoon" class="anchor"></a><code><span><span class="keyword">val</span> tablespoon : float</span></code></div><div class="spec-doc"><p>tablespoon = 1.47867647813e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-teaspoon"><a href="#val-teaspoon" class="anchor"></a><code><span><span class="keyword">val</span> teaspoon : float</span></code></div><div class="spec-doc"><p>teaspoon = 4.92892159375e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-canadian_gallon"><a href="#val-canadian_gallon" class="anchor"></a><code><span><span class="keyword">val</span> canadian_gallon : float</span></code></div><div class="spec-doc"><p>canadian_gallon = 4.54609e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_gallon"><a href="#val-uk_gallon" class="anchor"></a><code><span><span class="keyword">val</span> uk_gallon : float</span></code></div><div class="spec-doc"><p>uk_gallon = 4.546092e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-miles_per_hour"><a href="#val-miles_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> miles_per_hour : float</span></code></div><div class="spec-doc"><p>miles_per_hour = 4.4704e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilometers_per_hour"><a href="#val-kilometers_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> kilometers_per_hour : float</span></code></div><div class="spec-doc"><p>kilometers_per_hour = 2.77777777778e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-knot"><a href="#val-knot" class="anchor"></a><code><span><span class="keyword">val</span> knot : float</span></code></div><div class="spec-doc"><p>knot = 5.14444444444e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_mass"><a href="#val-pound_mass" class="anchor"></a><code><span><span class="keyword">val</span> pound_mass : float</span></code></div><div class="spec-doc"><p>pound_mass = 4.5359237e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ounce_mass"><a href="#val-ounce_mass" class="anchor"></a><code><span><span class="keyword">val</span> ounce_mass : float</span></code></div><div class="spec-doc"><p>ounce_mass = 2.8349523125e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ton"><a href="#val-ton" class="anchor"></a><code><span><span class="keyword">val</span> ton : float</span></code></div><div class="spec-doc"><p>ton = 9.0718474e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-metric_ton"><a href="#val-metric_ton" class="anchor"></a><code><span><span class="keyword">val</span> metric_ton : float</span></code></div><div class="spec-doc"><p>metric_ton = 1e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_ton"><a href="#val-uk_ton" class="anchor"></a><code><span><span class="keyword">val</span> uk_ton : float</span></code></div><div class="spec-doc"><p>uk_ton = 1.0160469088e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-troy_ounce"><a href="#val-troy_ounce" class="anchor"></a><code><span><span class="keyword">val</span> troy_ounce : float</span></code></div><div class="spec-doc"><p>troy_ounce = 3.1103475e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-carat"><a href="#val-carat" class="anchor"></a><code><span><span class="keyword">val</span> carat : float</span></code></div><div class="spec-doc"><p>carat = 2e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unified_atomic_mass"><a href="#val-unified_atomic_mass" class="anchor"></a><code><span><span class="keyword">val</span> unified_atomic_mass : float</span></code></div><div class="spec-doc"><p>unified_atomic_mass = 1.660538782e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gram_force"><a href="#val-gram_force" class="anchor"></a><code><span><span class="keyword">val</span> gram_force : float</span></code></div><div class="spec-doc"><p>gram_force = 9.80665e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_force"><a href="#val-pound_force" class="anchor"></a><code><span><span class="keyword">val</span> pound_force : float</span></code></div><div class="spec-doc"><p>pound_force = 4.44822161526e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilopound_force"><a href="#val-kilopound_force" class="anchor"></a><code><span><span class="keyword">val</span> kilopound_force : float</span></code></div><div class="spec-doc"><p>kilopound_force = 4.44822161526e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poundal"><a href="#val-poundal" class="anchor"></a><code><span><span class="keyword">val</span> poundal : float</span></code></div><div class="spec-doc"><p>poundal = 1.38255e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calorie"><a href="#val-calorie" class="anchor"></a><code><span><span class="keyword">val</span> calorie : float</span></code></div><div class="spec-doc"><p>calorie = 4.1868e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btu"><a href="#val-btu" class="anchor"></a><code><span><span class="keyword">val</span> btu : float</span></code></div><div class="spec-doc"><p>btu = 1.05505585262e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-therm"><a href="#val-therm" class="anchor"></a><code><span><span class="keyword">val</span> therm : float</span></code></div><div class="spec-doc"><p>therm = 1.05506e15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-horsepower"><a href="#val-horsepower" class="anchor"></a><code><span><span class="keyword">val</span> horsepower : float</span></code></div><div class="spec-doc"><p>horsepower = 7.457e9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bar"><a href="#val-bar" class="anchor"></a><code><span><span class="keyword">val</span> bar : float</span></code></div><div class="spec-doc"><p>bar = 1e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_atmosphere"><a href="#val-std_atmosphere" class="anchor"></a><code><span><span class="keyword">val</span> std_atmosphere : float</span></code></div><div class="spec-doc"><p>std_atmosphere = 1.01325e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-torr"><a href="#val-torr" class="anchor"></a><code><span><span class="keyword">val</span> torr : float</span></code></div><div class="spec-doc"><p>torr = 1.33322368421e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meter_of_mercury"><a href="#val-meter_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> meter_of_mercury : float</span></code></div><div class="spec-doc"><p>meter_of_mercury = 1.33322368421e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_mercury"><a href="#val-inch_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_mercury : float</span></code></div><div class="spec-doc"><p>inch_of_mercury = 3.38638815789e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_water"><a href="#val-inch_of_water" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_water : float</span></code></div><div class="spec-doc"><p>inch_of_water = 2.490889e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-psi"><a href="#val-psi" class="anchor"></a><code><span><span class="keyword">val</span> psi : float</span></code></div><div class="spec-doc"><p>psi = 6.89475729317e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poise"><a href="#val-poise" class="anchor"></a><code><span><span class="keyword">val</span> poise : float</span></code></div><div class="spec-doc"><p>poise = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stokes"><a href="#val-stokes" class="anchor"></a><code><span><span class="keyword">val</span> stokes : float</span></code></div><div class="spec-doc"><p>stokes = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stilb"><a href="#val-stilb" class="anchor"></a><code><span><span class="keyword">val</span> stilb : float</span></code></div><div class="spec-doc"><p>stilb = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lumen"><a href="#val-lumen" class="anchor"></a><code><span><span class="keyword">val</span> lumen : float</span></code></div><div class="spec-doc"><p>lumen = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lux"><a href="#val-lux" class="anchor"></a><code><span><span class="keyword">val</span> lux : float</span></code></div><div class="spec-doc"><p>lux = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-phot"><a href="#val-phot" class="anchor"></a><code><span><span class="keyword">val</span> phot : float</span></code></div><div class="spec-doc"><p>phot = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footcandle"><a href="#val-footcandle" class="anchor"></a><code><span><span class="keyword">val</span> footcandle : float</span></code></div><div class="spec-doc"><p>footcandle = 1.076e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lambert"><a href="#val-lambert" class="anchor"></a><code><span><span class="keyword">val</span> lambert : float</span></code></div><div class="spec-doc"><p>lambert = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footlambert"><a href="#val-footlambert" class="anchor"></a><code><span><span class="keyword">val</span> footlambert : float</span></code></div><div class="spec-doc"><p>footlambert = 1.07639104e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-curie"><a href="#val-curie" class="anchor"></a><code><span><span class="keyword">val</span> curie : float</span></code></div><div class="spec-doc"><p>curie = 3.7e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-roentgen"><a href="#val-roentgen" class="anchor"></a><code><span><span class="keyword">val</span> roentgen : float</span></code></div><div class="spec-doc"><p>roentgen = 2.58e-7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rad"><a href="#val-rad" class="anchor"></a><code><span><span class="keyword">val</span> rad : float</span></code></div><div class="spec-doc"><p>rad = 1e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-solar_mass"><a href="#val-solar_mass" class="anchor"></a><code><span><span class="keyword">val</span> solar_mass : float</span></code></div><div class="spec-doc"><p>solar_mass = 1.98892e33</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_radius"><a href="#val-bohr_radius" class="anchor"></a><code><span><span class="keyword">val</span> bohr_radius : float</span></code></div><div class="spec-doc"><p>bohr_radius = 5.291772083e-9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-newton"><a href="#val-newton" class="anchor"></a><code><span><span class="keyword">val</span> newton : float</span></code></div><div class="spec-doc"><p>newton = 1e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dyne"><a href="#val-dyne" class="anchor"></a><code><span><span class="keyword">val</span> dyne : float</span></code></div><div class="spec-doc"><p>dyne = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-joule"><a href="#val-joule" class="anchor"></a><code><span><span class="keyword">val</span> joule : float</span></code></div><div class="spec-doc"><p>joule = 1e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erg"><a href="#val-erg" class="anchor"></a><code><span><span class="keyword">val</span> erg : float</span></code></div><div class="spec-doc"><p>erg = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stefan_boltzmann_constant"><a href="#val-stefan_boltzmann_constant" class="anchor"></a><code><span><span class="keyword">val</span> stefan_boltzmann_constant : float</span></code></div><div class="spec-doc"><p>stefan_boltzmann_constant = 5.67040047374e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-thomson_cross_section"><a href="#val-thomson_cross_section" class="anchor"></a><code><span><span class="keyword">val</span> thomson_cross_section : float</span></code></div><div class="spec-doc"><p>thomson_cross_section = 6.65245893699e-25</p></div></div></div></body></html>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>CGSM (owl-base.Owl_const.CGSM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_const</a> &#x00BB; CGSM</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const.CGSM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-speed_of_light"><a href="#val-speed_of_light" class="anchor"></a><code><span><span class="keyword">val</span> speed_of_light : float</span></code></div><div class="spec-doc"><p>speed_of_light = 2.99792458e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gravitational_constant"><a href="#val-gravitational_constant" class="anchor"></a><code><span><span class="keyword">val</span> gravitational_constant : float</span></code></div><div class="spec-doc"><p>gravitational_constant = 6.673e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_h"><a href="#val-plancks_constant_h" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_h : float</span></code></div><div class="spec-doc"><p>plancks_constant_h = 6.62606896e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_hbar"><a href="#val-plancks_constant_hbar" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_hbar : float</span></code></div><div class="spec-doc"><p>plancks_constant_hbar = 1.05457162825e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-astronomical_unit"><a href="#val-astronomical_unit" class="anchor"></a><code><span><span class="keyword">val</span> astronomical_unit : float</span></code></div><div class="spec-doc"><p>astronomical_unit = 1.49597870691e13</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-light_year"><a href="#val-light_year" class="anchor"></a><code><span><span class="keyword">val</span> light_year : float</span></code></div><div class="spec-doc"><p>light_year = 9.46053620707e17</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-parsec"><a href="#val-parsec" class="anchor"></a><code><span><span class="keyword">val</span> parsec : float</span></code></div><div class="spec-doc"><p>parsec = 3.08567758135e18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grav_accel"><a href="#val-grav_accel" class="anchor"></a><code><span><span class="keyword">val</span> grav_accel : float</span></code></div><div class="spec-doc"><p>grav_accel = 9.80665e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_volt"><a href="#val-electron_volt" class="anchor"></a><code><span><span class="keyword">val</span> electron_volt : float</span></code></div><div class="spec-doc"><p>electron_volt = 1.602176487e-12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_electron"><a href="#val-mass_electron" class="anchor"></a><code><span><span class="keyword">val</span> mass_electron : float</span></code></div><div class="spec-doc"><p>mass_electron = 9.10938188e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_muon"><a href="#val-mass_muon" class="anchor"></a><code><span><span class="keyword">val</span> mass_muon : float</span></code></div><div class="spec-doc"><p>mass_muon = 1.88353109e-25</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_proton"><a href="#val-mass_proton" class="anchor"></a><code><span><span class="keyword">val</span> mass_proton : float</span></code></div><div class="spec-doc"><p>mass_proton = 1.67262158e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_neutron"><a href="#val-mass_neutron" class="anchor"></a><code><span><span class="keyword">val</span> mass_neutron : float</span></code></div><div class="spec-doc"><p>mass_neutron = 1.67492716e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rydberg"><a href="#val-rydberg" class="anchor"></a><code><span><span class="keyword">val</span> rydberg : float</span></code></div><div class="spec-doc"><p>rydberg = 2.17987196968e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-boltzmann"><a href="#val-boltzmann" class="anchor"></a><code><span><span class="keyword">val</span> boltzmann : float</span></code></div><div class="spec-doc"><p>boltzmann = 1.3806504e-16</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-molar_gas"><a href="#val-molar_gas" class="anchor"></a><code><span><span class="keyword">val</span> molar_gas : float</span></code></div><div class="spec-doc"><p>molar_gas = 8.314472e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-standard_gas_volume"><a href="#val-standard_gas_volume" class="anchor"></a><code><span><span class="keyword">val</span> standard_gas_volume : float</span></code></div><div class="spec-doc"><p>standard_gas_volume = 2.2710981e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minute"><a href="#val-minute" class="anchor"></a><code><span><span class="keyword">val</span> minute : float</span></code></div><div class="spec-doc"><p>minute = 6e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hour"><a href="#val-hour" class="anchor"></a><code><span><span class="keyword">val</span> hour : float</span></code></div><div class="spec-doc"><p>hour = 3.6e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-day"><a href="#val-day" class="anchor"></a><code><span><span class="keyword">val</span> day : float</span></code></div><div class="spec-doc"><p>day = 8.64e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-week"><a href="#val-week" class="anchor"></a><code><span><span class="keyword">val</span> week : float</span></code></div><div class="spec-doc"><p>week = 6.048e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch"><a href="#val-inch" class="anchor"></a><code><span><span class="keyword">val</span> inch : float</span></code></div><div class="spec-doc"><p>inch = 2.54e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foot"><a href="#val-foot" class="anchor"></a><code><span><span class="keyword">val</span> foot : float</span></code></div><div class="spec-doc"><p>foot = 3.048e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yard"><a href="#val-yard" class="anchor"></a><code><span><span class="keyword">val</span> yard : float</span></code></div><div class="spec-doc"><p>yard = 9.144e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mile"><a href="#val-mile" class="anchor"></a><code><span><span class="keyword">val</span> mile : float</span></code></div><div class="spec-doc"><p>mile = 1.609344e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nautical_mile"><a href="#val-nautical_mile" class="anchor"></a><code><span><span class="keyword">val</span> nautical_mile : float</span></code></div><div class="spec-doc"><p>nautical_mile = 1.852e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fathom"><a href="#val-fathom" class="anchor"></a><code><span><span class="keyword">val</span> fathom : float</span></code></div><div class="spec-doc"><p>fathom = 1.8288e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mil"><a href="#val-mil" class="anchor"></a><code><span><span class="keyword">val</span> mil : float</span></code></div><div class="spec-doc"><p>mil = 2.54e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-point"><a href="#val-point" class="anchor"></a><code><span><span class="keyword">val</span> point : float</span></code></div><div class="spec-doc"><p>point = 3.52777777778e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-texpoint"><a href="#val-texpoint" class="anchor"></a><code><span><span class="keyword">val</span> texpoint : float</span></code></div><div class="spec-doc"><p>texpoint = 3.51459803515e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-micron"><a href="#val-micron" class="anchor"></a><code><span><span class="keyword">val</span> micron : float</span></code></div><div class="spec-doc"><p>micron = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angstrom"><a href="#val-angstrom" class="anchor"></a><code><span><span class="keyword">val</span> angstrom : float</span></code></div><div class="spec-doc"><p>angstrom = 1e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hectare"><a href="#val-hectare" class="anchor"></a><code><span><span class="keyword">val</span> hectare : float</span></code></div><div class="spec-doc"><p>hectare = 1e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acre"><a href="#val-acre" class="anchor"></a><code><span><span class="keyword">val</span> acre : float</span></code></div><div class="spec-doc"><p>acre = 4.04685642241e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-barn"><a href="#val-barn" class="anchor"></a><code><span><span class="keyword">val</span> barn : float</span></code></div><div class="spec-doc"><p>barn = 1e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-liter"><a href="#val-liter" class="anchor"></a><code><span><span class="keyword">val</span> liter : float</span></code></div><div class="spec-doc"><p>liter = 1e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-us_gallon"><a href="#val-us_gallon" class="anchor"></a><code><span><span class="keyword">val</span> us_gallon : float</span></code></div><div class="spec-doc"><p>us_gallon = 3.78541178402e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-quart"><a href="#val-quart" class="anchor"></a><code><span><span class="keyword">val</span> quart : float</span></code></div><div class="spec-doc"><p>quart = 9.46352946004e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pint"><a href="#val-pint" class="anchor"></a><code><span><span class="keyword">val</span> pint : float</span></code></div><div class="spec-doc"><p>pint = 4.73176473002e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cup"><a href="#val-cup" class="anchor"></a><code><span><span class="keyword">val</span> cup : float</span></code></div><div class="spec-doc"><p>cup = 2.36588236501e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fluid_ounce"><a href="#val-fluid_ounce" class="anchor"></a><code><span><span class="keyword">val</span> fluid_ounce : float</span></code></div><div class="spec-doc"><p>fluid_ounce = 2.95735295626e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tablespoon"><a href="#val-tablespoon" class="anchor"></a><code><span><span class="keyword">val</span> tablespoon : float</span></code></div><div class="spec-doc"><p>tablespoon = 1.47867647813e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-teaspoon"><a href="#val-teaspoon" class="anchor"></a><code><span><span class="keyword">val</span> teaspoon : float</span></code></div><div class="spec-doc"><p>teaspoon = 4.92892159375e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-canadian_gallon"><a href="#val-canadian_gallon" class="anchor"></a><code><span><span class="keyword">val</span> canadian_gallon : float</span></code></div><div class="spec-doc"><p>canadian_gallon = 4.54609e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_gallon"><a href="#val-uk_gallon" class="anchor"></a><code><span><span class="keyword">val</span> uk_gallon : float</span></code></div><div class="spec-doc"><p>uk_gallon = 4.546092e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-miles_per_hour"><a href="#val-miles_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> miles_per_hour : float</span></code></div><div class="spec-doc"><p>miles_per_hour = 4.4704e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilometers_per_hour"><a href="#val-kilometers_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> kilometers_per_hour : float</span></code></div><div class="spec-doc"><p>kilometers_per_hour = 2.77777777778e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-knot"><a href="#val-knot" class="anchor"></a><code><span><span class="keyword">val</span> knot : float</span></code></div><div class="spec-doc"><p>knot = 5.14444444444e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_mass"><a href="#val-pound_mass" class="anchor"></a><code><span><span class="keyword">val</span> pound_mass : float</span></code></div><div class="spec-doc"><p>pound_mass = 4.5359237e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ounce_mass"><a href="#val-ounce_mass" class="anchor"></a><code><span><span class="keyword">val</span> ounce_mass : float</span></code></div><div class="spec-doc"><p>ounce_mass = 2.8349523125e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ton"><a href="#val-ton" class="anchor"></a><code><span><span class="keyword">val</span> ton : float</span></code></div><div class="spec-doc"><p>ton = 9.0718474e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-metric_ton"><a href="#val-metric_ton" class="anchor"></a><code><span><span class="keyword">val</span> metric_ton : float</span></code></div><div class="spec-doc"><p>metric_ton = 1e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_ton"><a href="#val-uk_ton" class="anchor"></a><code><span><span class="keyword">val</span> uk_ton : float</span></code></div><div class="spec-doc"><p>uk_ton = 1.0160469088e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-troy_ounce"><a href="#val-troy_ounce" class="anchor"></a><code><span><span class="keyword">val</span> troy_ounce : float</span></code></div><div class="spec-doc"><p>troy_ounce = 3.1103475e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-carat"><a href="#val-carat" class="anchor"></a><code><span><span class="keyword">val</span> carat : float</span></code></div><div class="spec-doc"><p>carat = 2e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unified_atomic_mass"><a href="#val-unified_atomic_mass" class="anchor"></a><code><span><span class="keyword">val</span> unified_atomic_mass : float</span></code></div><div class="spec-doc"><p>unified_atomic_mass = 1.660538782e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gram_force"><a href="#val-gram_force" class="anchor"></a><code><span><span class="keyword">val</span> gram_force : float</span></code></div><div class="spec-doc"><p>gram_force = 9.80665e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_force"><a href="#val-pound_force" class="anchor"></a><code><span><span class="keyword">val</span> pound_force : float</span></code></div><div class="spec-doc"><p>pound_force = 4.44822161526e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilopound_force"><a href="#val-kilopound_force" class="anchor"></a><code><span><span class="keyword">val</span> kilopound_force : float</span></code></div><div class="spec-doc"><p>kilopound_force = 4.44822161526e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poundal"><a href="#val-poundal" class="anchor"></a><code><span><span class="keyword">val</span> poundal : float</span></code></div><div class="spec-doc"><p>poundal = 1.38255e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calorie"><a href="#val-calorie" class="anchor"></a><code><span><span class="keyword">val</span> calorie : float</span></code></div><div class="spec-doc"><p>calorie = 4.1868e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btu"><a href="#val-btu" class="anchor"></a><code><span><span class="keyword">val</span> btu : float</span></code></div><div class="spec-doc"><p>btu = 1.05505585262e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-therm"><a href="#val-therm" class="anchor"></a><code><span><span class="keyword">val</span> therm : float</span></code></div><div class="spec-doc"><p>therm = 1.05506e15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-horsepower"><a href="#val-horsepower" class="anchor"></a><code><span><span class="keyword">val</span> horsepower : float</span></code></div><div class="spec-doc"><p>horsepower = 7.457e9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bar"><a href="#val-bar" class="anchor"></a><code><span><span class="keyword">val</span> bar : float</span></code></div><div class="spec-doc"><p>bar = 1e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_atmosphere"><a href="#val-std_atmosphere" class="anchor"></a><code><span><span class="keyword">val</span> std_atmosphere : float</span></code></div><div class="spec-doc"><p>std_atmosphere = 1.01325e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-torr"><a href="#val-torr" class="anchor"></a><code><span><span class="keyword">val</span> torr : float</span></code></div><div class="spec-doc"><p>torr = 1.33322368421e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meter_of_mercury"><a href="#val-meter_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> meter_of_mercury : float</span></code></div><div class="spec-doc"><p>meter_of_mercury = 1.33322368421e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_mercury"><a href="#val-inch_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_mercury : float</span></code></div><div class="spec-doc"><p>inch_of_mercury = 3.38638815789e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_water"><a href="#val-inch_of_water" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_water : float</span></code></div><div class="spec-doc"><p>inch_of_water = 2.490889e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-psi"><a href="#val-psi" class="anchor"></a><code><span><span class="keyword">val</span> psi : float</span></code></div><div class="spec-doc"><p>psi = 6.89475729317e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poise"><a href="#val-poise" class="anchor"></a><code><span><span class="keyword">val</span> poise : float</span></code></div><div class="spec-doc"><p>poise = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stokes"><a href="#val-stokes" class="anchor"></a><code><span><span class="keyword">val</span> stokes : float</span></code></div><div class="spec-doc"><p>stokes = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stilb"><a href="#val-stilb" class="anchor"></a><code><span><span class="keyword">val</span> stilb : float</span></code></div><div class="spec-doc"><p>stilb = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lumen"><a href="#val-lumen" class="anchor"></a><code><span><span class="keyword">val</span> lumen : float</span></code></div><div class="spec-doc"><p>lumen = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lux"><a href="#val-lux" class="anchor"></a><code><span><span class="keyword">val</span> lux : float</span></code></div><div class="spec-doc"><p>lux = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-phot"><a href="#val-phot" class="anchor"></a><code><span><span class="keyword">val</span> phot : float</span></code></div><div class="spec-doc"><p>phot = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footcandle"><a href="#val-footcandle" class="anchor"></a><code><span><span class="keyword">val</span> footcandle : float</span></code></div><div class="spec-doc"><p>footcandle = 1.076e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lambert"><a href="#val-lambert" class="anchor"></a><code><span><span class="keyword">val</span> lambert : float</span></code></div><div class="spec-doc"><p>lambert = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footlambert"><a href="#val-footlambert" class="anchor"></a><code><span><span class="keyword">val</span> footlambert : float</span></code></div><div class="spec-doc"><p>footlambert = 1.07639104e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-curie"><a href="#val-curie" class="anchor"></a><code><span><span class="keyword">val</span> curie : float</span></code></div><div class="spec-doc"><p>curie = 3.7e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-roentgen"><a href="#val-roentgen" class="anchor"></a><code><span><span class="keyword">val</span> roentgen : float</span></code></div><div class="spec-doc"><p>roentgen = 2.58e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rad"><a href="#val-rad" class="anchor"></a><code><span><span class="keyword">val</span> rad : float</span></code></div><div class="spec-doc"><p>rad = 1e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-solar_mass"><a href="#val-solar_mass" class="anchor"></a><code><span><span class="keyword">val</span> solar_mass : float</span></code></div><div class="spec-doc"><p>solar_mass = 1.98892e33</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_radius"><a href="#val-bohr_radius" class="anchor"></a><code><span><span class="keyword">val</span> bohr_radius : float</span></code></div><div class="spec-doc"><p>bohr_radius = 5.291772083e-9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-newton"><a href="#val-newton" class="anchor"></a><code><span><span class="keyword">val</span> newton : float</span></code></div><div class="spec-doc"><p>newton = 1e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dyne"><a href="#val-dyne" class="anchor"></a><code><span><span class="keyword">val</span> dyne : float</span></code></div><div class="spec-doc"><p>dyne = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-joule"><a href="#val-joule" class="anchor"></a><code><span><span class="keyword">val</span> joule : float</span></code></div><div class="spec-doc"><p>joule = 1e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erg"><a href="#val-erg" class="anchor"></a><code><span><span class="keyword">val</span> erg : float</span></code></div><div class="spec-doc"><p>erg = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stefan_boltzmann_constant"><a href="#val-stefan_boltzmann_constant" class="anchor"></a><code><span><span class="keyword">val</span> stefan_boltzmann_constant : float</span></code></div><div class="spec-doc"><p>stefan_boltzmann_constant = 5.67040047374e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-thomson_cross_section"><a href="#val-thomson_cross_section" class="anchor"></a><code><span><span class="keyword">val</span> thomson_cross_section : float</span></code></div><div class="spec-doc"><p>thomson_cross_section = 6.65245893699e-25</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_magneton"><a href="#val-bohr_magneton" class="anchor"></a><code><span><span class="keyword">val</span> bohr_magneton : float</span></code></div><div class="spec-doc"><p>bohr_magneton = 9.27400899e-21</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nuclear_magneton"><a href="#val-nuclear_magneton" class="anchor"></a><code><span><span class="keyword">val</span> nuclear_magneton : float</span></code></div><div class="spec-doc"><p>nuclear_magneton = 5.05078317e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_magnetic_moment"><a href="#val-electron_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> electron_magnetic_moment : float</span></code></div><div class="spec-doc"><p>electron_magnetic_moment = 9.28476362e-21</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-proton_magnetic_moment"><a href="#val-proton_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> proton_magnetic_moment : float</span></code></div><div class="spec-doc"><p>proton_magnetic_moment = 1.410606633e-23</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-faraday"><a href="#val-faraday" class="anchor"></a><code><span><span class="keyword">val</span> faraday : float</span></code></div><div class="spec-doc"><p>faraday = 9.64853429775e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_charge"><a href="#val-electron_charge" class="anchor"></a><code><span><span class="keyword">val</span> electron_charge : float</span></code></div><div class="spec-doc"><p>electron_charge = 1.602176487e-20</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>CGSM (owl-base.Owl_const.CGSM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_const</a> &#x00BB; CGSM</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const.CGSM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-speed_of_light"><a href="#val-speed_of_light" class="anchor"></a><code><span><span class="keyword">val</span> speed_of_light : float</span></code></div><div class="spec-doc"><p>speed_of_light = 2.99792458e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gravitational_constant"><a href="#val-gravitational_constant" class="anchor"></a><code><span><span class="keyword">val</span> gravitational_constant : float</span></code></div><div class="spec-doc"><p>gravitational_constant = 6.673e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_h"><a href="#val-plancks_constant_h" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_h : float</span></code></div><div class="spec-doc"><p>plancks_constant_h = 6.62606896e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_hbar"><a href="#val-plancks_constant_hbar" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_hbar : float</span></code></div><div class="spec-doc"><p>plancks_constant_hbar = 1.05457162825e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-astronomical_unit"><a href="#val-astronomical_unit" class="anchor"></a><code><span><span class="keyword">val</span> astronomical_unit : float</span></code></div><div class="spec-doc"><p>astronomical_unit = 1.49597870691e13</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-light_year"><a href="#val-light_year" class="anchor"></a><code><span><span class="keyword">val</span> light_year : float</span></code></div><div class="spec-doc"><p>light_year = 9.46053620707e17</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-parsec"><a href="#val-parsec" class="anchor"></a><code><span><span class="keyword">val</span> parsec : float</span></code></div><div class="spec-doc"><p>parsec = 3.08567758135e18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grav_accel"><a href="#val-grav_accel" class="anchor"></a><code><span><span class="keyword">val</span> grav_accel : float</span></code></div><div class="spec-doc"><p>grav_accel = 9.80665e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_volt"><a href="#val-electron_volt" class="anchor"></a><code><span><span class="keyword">val</span> electron_volt : float</span></code></div><div class="spec-doc"><p>electron_volt = 1.602176487e-12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_electron"><a href="#val-mass_electron" class="anchor"></a><code><span><span class="keyword">val</span> mass_electron : float</span></code></div><div class="spec-doc"><p>mass_electron = 9.10938188e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_muon"><a href="#val-mass_muon" class="anchor"></a><code><span><span class="keyword">val</span> mass_muon : float</span></code></div><div class="spec-doc"><p>mass_muon = 1.88353109e-25</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_proton"><a href="#val-mass_proton" class="anchor"></a><code><span><span class="keyword">val</span> mass_proton : float</span></code></div><div class="spec-doc"><p>mass_proton = 1.67262158e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_neutron"><a href="#val-mass_neutron" class="anchor"></a><code><span><span class="keyword">val</span> mass_neutron : float</span></code></div><div class="spec-doc"><p>mass_neutron = 1.67492716e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rydberg"><a href="#val-rydberg" class="anchor"></a><code><span><span class="keyword">val</span> rydberg : float</span></code></div><div class="spec-doc"><p>rydberg = 2.17987196968e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-boltzmann"><a href="#val-boltzmann" class="anchor"></a><code><span><span class="keyword">val</span> boltzmann : float</span></code></div><div class="spec-doc"><p>boltzmann = 1.3806504e-16</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-molar_gas"><a href="#val-molar_gas" class="anchor"></a><code><span><span class="keyword">val</span> molar_gas : float</span></code></div><div class="spec-doc"><p>molar_gas = 8.314472e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-standard_gas_volume"><a href="#val-standard_gas_volume" class="anchor"></a><code><span><span class="keyword">val</span> standard_gas_volume : float</span></code></div><div class="spec-doc"><p>standard_gas_volume = 2.2710981e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minute"><a href="#val-minute" class="anchor"></a><code><span><span class="keyword">val</span> minute : float</span></code></div><div class="spec-doc"><p>minute = 6e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hour"><a href="#val-hour" class="anchor"></a><code><span><span class="keyword">val</span> hour : float</span></code></div><div class="spec-doc"><p>hour = 3.6e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-day"><a href="#val-day" class="anchor"></a><code><span><span class="keyword">val</span> day : float</span></code></div><div class="spec-doc"><p>day = 8.64e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-week"><a href="#val-week" class="anchor"></a><code><span><span class="keyword">val</span> week : float</span></code></div><div class="spec-doc"><p>week = 6.048e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch"><a href="#val-inch" class="anchor"></a><code><span><span class="keyword">val</span> inch : float</span></code></div><div class="spec-doc"><p>inch = 2.54e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foot"><a href="#val-foot" class="anchor"></a><code><span><span class="keyword">val</span> foot : float</span></code></div><div class="spec-doc"><p>foot = 3.048e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yard"><a href="#val-yard" class="anchor"></a><code><span><span class="keyword">val</span> yard : float</span></code></div><div class="spec-doc"><p>yard = 9.144e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mile"><a href="#val-mile" class="anchor"></a><code><span><span class="keyword">val</span> mile : float</span></code></div><div class="spec-doc"><p>mile = 1.609344e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nautical_mile"><a href="#val-nautical_mile" class="anchor"></a><code><span><span class="keyword">val</span> nautical_mile : float</span></code></div><div class="spec-doc"><p>nautical_mile = 1.852e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fathom"><a href="#val-fathom" class="anchor"></a><code><span><span class="keyword">val</span> fathom : float</span></code></div><div class="spec-doc"><p>fathom = 1.8288e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mil"><a href="#val-mil" class="anchor"></a><code><span><span class="keyword">val</span> mil : float</span></code></div><div class="spec-doc"><p>mil = 2.54e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-point"><a href="#val-point" class="anchor"></a><code><span><span class="keyword">val</span> point : float</span></code></div><div class="spec-doc"><p>point = 3.52777777778e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-texpoint"><a href="#val-texpoint" class="anchor"></a><code><span><span class="keyword">val</span> texpoint : float</span></code></div><div class="spec-doc"><p>texpoint = 3.51459803515e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-micron"><a href="#val-micron" class="anchor"></a><code><span><span class="keyword">val</span> micron : float</span></code></div><div class="spec-doc"><p>micron = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angstrom"><a href="#val-angstrom" class="anchor"></a><code><span><span class="keyword">val</span> angstrom : float</span></code></div><div class="spec-doc"><p>angstrom = 1e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hectare"><a href="#val-hectare" class="anchor"></a><code><span><span class="keyword">val</span> hectare : float</span></code></div><div class="spec-doc"><p>hectare = 1e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acre"><a href="#val-acre" class="anchor"></a><code><span><span class="keyword">val</span> acre : float</span></code></div><div class="spec-doc"><p>acre = 4.04685642241e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-barn"><a href="#val-barn" class="anchor"></a><code><span><span class="keyword">val</span> barn : float</span></code></div><div class="spec-doc"><p>barn = 1e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-liter"><a href="#val-liter" class="anchor"></a><code><span><span class="keyword">val</span> liter : float</span></code></div><div class="spec-doc"><p>liter = 1e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-us_gallon"><a href="#val-us_gallon" class="anchor"></a><code><span><span class="keyword">val</span> us_gallon : float</span></code></div><div class="spec-doc"><p>us_gallon = 3.78541178402e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-quart"><a href="#val-quart" class="anchor"></a><code><span><span class="keyword">val</span> quart : float</span></code></div><div class="spec-doc"><p>quart = 9.46352946004e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pint"><a href="#val-pint" class="anchor"></a><code><span><span class="keyword">val</span> pint : float</span></code></div><div class="spec-doc"><p>pint = 4.73176473002e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cup"><a href="#val-cup" class="anchor"></a><code><span><span class="keyword">val</span> cup : float</span></code></div><div class="spec-doc"><p>cup = 2.36588236501e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fluid_ounce"><a href="#val-fluid_ounce" class="anchor"></a><code><span><span class="keyword">val</span> fluid_ounce : float</span></code></div><div class="spec-doc"><p>fluid_ounce = 2.95735295626e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tablespoon"><a href="#val-tablespoon" class="anchor"></a><code><span><span class="keyword">val</span> tablespoon : float</span></code></div><div class="spec-doc"><p>tablespoon = 1.47867647813e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-teaspoon"><a href="#val-teaspoon" class="anchor"></a><code><span><span class="keyword">val</span> teaspoon : float</span></code></div><div class="spec-doc"><p>teaspoon = 4.92892159375e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-canadian_gallon"><a href="#val-canadian_gallon" class="anchor"></a><code><span><span class="keyword">val</span> canadian_gallon : float</span></code></div><div class="spec-doc"><p>canadian_gallon = 4.54609e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_gallon"><a href="#val-uk_gallon" class="anchor"></a><code><span><span class="keyword">val</span> uk_gallon : float</span></code></div><div class="spec-doc"><p>uk_gallon = 4.546092e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-miles_per_hour"><a href="#val-miles_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> miles_per_hour : float</span></code></div><div class="spec-doc"><p>miles_per_hour = 4.4704e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilometers_per_hour"><a href="#val-kilometers_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> kilometers_per_hour : float</span></code></div><div class="spec-doc"><p>kilometers_per_hour = 2.77777777778e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-knot"><a href="#val-knot" class="anchor"></a><code><span><span class="keyword">val</span> knot : float</span></code></div><div class="spec-doc"><p>knot = 5.14444444444e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_mass"><a href="#val-pound_mass" class="anchor"></a><code><span><span class="keyword">val</span> pound_mass : float</span></code></div><div class="spec-doc"><p>pound_mass = 4.5359237e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ounce_mass"><a href="#val-ounce_mass" class="anchor"></a><code><span><span class="keyword">val</span> ounce_mass : float</span></code></div><div class="spec-doc"><p>ounce_mass = 2.8349523125e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ton"><a href="#val-ton" class="anchor"></a><code><span><span class="keyword">val</span> ton : float</span></code></div><div class="spec-doc"><p>ton = 9.0718474e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-metric_ton"><a href="#val-metric_ton" class="anchor"></a><code><span><span class="keyword">val</span> metric_ton : float</span></code></div><div class="spec-doc"><p>metric_ton = 1e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_ton"><a href="#val-uk_ton" class="anchor"></a><code><span><span class="keyword">val</span> uk_ton : float</span></code></div><div class="spec-doc"><p>uk_ton = 1.0160469088e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-troy_ounce"><a href="#val-troy_ounce" class="anchor"></a><code><span><span class="keyword">val</span> troy_ounce : float</span></code></div><div class="spec-doc"><p>troy_ounce = 3.1103475e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-carat"><a href="#val-carat" class="anchor"></a><code><span><span class="keyword">val</span> carat : float</span></code></div><div class="spec-doc"><p>carat = 2e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unified_atomic_mass"><a href="#val-unified_atomic_mass" class="anchor"></a><code><span><span class="keyword">val</span> unified_atomic_mass : float</span></code></div><div class="spec-doc"><p>unified_atomic_mass = 1.660538782e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gram_force"><a href="#val-gram_force" class="anchor"></a><code><span><span class="keyword">val</span> gram_force : float</span></code></div><div class="spec-doc"><p>gram_force = 9.80665e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_force"><a href="#val-pound_force" class="anchor"></a><code><span><span class="keyword">val</span> pound_force : float</span></code></div><div class="spec-doc"><p>pound_force = 4.44822161526e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilopound_force"><a href="#val-kilopound_force" class="anchor"></a><code><span><span class="keyword">val</span> kilopound_force : float</span></code></div><div class="spec-doc"><p>kilopound_force = 4.44822161526e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poundal"><a href="#val-poundal" class="anchor"></a><code><span><span class="keyword">val</span> poundal : float</span></code></div><div class="spec-doc"><p>poundal = 1.38255e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calorie"><a href="#val-calorie" class="anchor"></a><code><span><span class="keyword">val</span> calorie : float</span></code></div><div class="spec-doc"><p>calorie = 4.1868e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btu"><a href="#val-btu" class="anchor"></a><code><span><span class="keyword">val</span> btu : float</span></code></div><div class="spec-doc"><p>btu = 1.05505585262e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-therm"><a href="#val-therm" class="anchor"></a><code><span><span class="keyword">val</span> therm : float</span></code></div><div class="spec-doc"><p>therm = 1.05506e15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-horsepower"><a href="#val-horsepower" class="anchor"></a><code><span><span class="keyword">val</span> horsepower : float</span></code></div><div class="spec-doc"><p>horsepower = 7.457e9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bar"><a href="#val-bar" class="anchor"></a><code><span><span class="keyword">val</span> bar : float</span></code></div><div class="spec-doc"><p>bar = 1e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_atmosphere"><a href="#val-std_atmosphere" class="anchor"></a><code><span><span class="keyword">val</span> std_atmosphere : float</span></code></div><div class="spec-doc"><p>std_atmosphere = 1.01325e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-torr"><a href="#val-torr" class="anchor"></a><code><span><span class="keyword">val</span> torr : float</span></code></div><div class="spec-doc"><p>torr = 1.33322368421e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meter_of_mercury"><a href="#val-meter_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> meter_of_mercury : float</span></code></div><div class="spec-doc"><p>meter_of_mercury = 1.33322368421e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_mercury"><a href="#val-inch_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_mercury : float</span></code></div><div class="spec-doc"><p>inch_of_mercury = 3.38638815789e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_water"><a href="#val-inch_of_water" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_water : float</span></code></div><div class="spec-doc"><p>inch_of_water = 2.490889e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-psi"><a href="#val-psi" class="anchor"></a><code><span><span class="keyword">val</span> psi : float</span></code></div><div class="spec-doc"><p>psi = 6.89475729317e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poise"><a href="#val-poise" class="anchor"></a><code><span><span class="keyword">val</span> poise : float</span></code></div><div class="spec-doc"><p>poise = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stokes"><a href="#val-stokes" class="anchor"></a><code><span><span class="keyword">val</span> stokes : float</span></code></div><div class="spec-doc"><p>stokes = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stilb"><a href="#val-stilb" class="anchor"></a><code><span><span class="keyword">val</span> stilb : float</span></code></div><div class="spec-doc"><p>stilb = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lumen"><a href="#val-lumen" class="anchor"></a><code><span><span class="keyword">val</span> lumen : float</span></code></div><div class="spec-doc"><p>lumen = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lux"><a href="#val-lux" class="anchor"></a><code><span><span class="keyword">val</span> lux : float</span></code></div><div class="spec-doc"><p>lux = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-phot"><a href="#val-phot" class="anchor"></a><code><span><span class="keyword">val</span> phot : float</span></code></div><div class="spec-doc"><p>phot = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footcandle"><a href="#val-footcandle" class="anchor"></a><code><span><span class="keyword">val</span> footcandle : float</span></code></div><div class="spec-doc"><p>footcandle = 1.076e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lambert"><a href="#val-lambert" class="anchor"></a><code><span><span class="keyword">val</span> lambert : float</span></code></div><div class="spec-doc"><p>lambert = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footlambert"><a href="#val-footlambert" class="anchor"></a><code><span><span class="keyword">val</span> footlambert : float</span></code></div><div class="spec-doc"><p>footlambert = 1.07639104e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-curie"><a href="#val-curie" class="anchor"></a><code><span><span class="keyword">val</span> curie : float</span></code></div><div class="spec-doc"><p>curie = 3.7e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-roentgen"><a href="#val-roentgen" class="anchor"></a><code><span><span class="keyword">val</span> roentgen : float</span></code></div><div class="spec-doc"><p>roentgen = 2.58e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rad"><a href="#val-rad" class="anchor"></a><code><span><span class="keyword">val</span> rad : float</span></code></div><div class="spec-doc"><p>rad = 1e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-solar_mass"><a href="#val-solar_mass" class="anchor"></a><code><span><span class="keyword">val</span> solar_mass : float</span></code></div><div class="spec-doc"><p>solar_mass = 1.98892e33</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_radius"><a href="#val-bohr_radius" class="anchor"></a><code><span><span class="keyword">val</span> bohr_radius : float</span></code></div><div class="spec-doc"><p>bohr_radius = 5.291772083e-9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-newton"><a href="#val-newton" class="anchor"></a><code><span><span class="keyword">val</span> newton : float</span></code></div><div class="spec-doc"><p>newton = 1e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dyne"><a href="#val-dyne" class="anchor"></a><code><span><span class="keyword">val</span> dyne : float</span></code></div><div class="spec-doc"><p>dyne = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-joule"><a href="#val-joule" class="anchor"></a><code><span><span class="keyword">val</span> joule : float</span></code></div><div class="spec-doc"><p>joule = 1e7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erg"><a href="#val-erg" class="anchor"></a><code><span><span class="keyword">val</span> erg : float</span></code></div><div class="spec-doc"><p>erg = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stefan_boltzmann_constant"><a href="#val-stefan_boltzmann_constant" class="anchor"></a><code><span><span class="keyword">val</span> stefan_boltzmann_constant : float</span></code></div><div class="spec-doc"><p>stefan_boltzmann_constant = 5.67040047374e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-thomson_cross_section"><a href="#val-thomson_cross_section" class="anchor"></a><code><span><span class="keyword">val</span> thomson_cross_section : float</span></code></div><div class="spec-doc"><p>thomson_cross_section = 6.65245893699e-25</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_magneton"><a href="#val-bohr_magneton" class="anchor"></a><code><span><span class="keyword">val</span> bohr_magneton : float</span></code></div><div class="spec-doc"><p>bohr_magneton = 9.27400899e-21</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nuclear_magneton"><a href="#val-nuclear_magneton" class="anchor"></a><code><span><span class="keyword">val</span> nuclear_magneton : float</span></code></div><div class="spec-doc"><p>nuclear_magneton = 5.05078317e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_magnetic_moment"><a href="#val-electron_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> electron_magnetic_moment : float</span></code></div><div class="spec-doc"><p>electron_magnetic_moment = 9.28476362e-21</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-proton_magnetic_moment"><a href="#val-proton_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> proton_magnetic_moment : float</span></code></div><div class="spec-doc"><p>proton_magnetic_moment = 1.410606633e-23</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-faraday"><a href="#val-faraday" class="anchor"></a><code><span><span class="keyword">val</span> faraday : float</span></code></div><div class="spec-doc"><p>faraday = 9.64853429775e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_charge"><a href="#val-electron_charge" class="anchor"></a><code><span><span class="keyword">val</span> electron_charge : float</span></code></div><div class="spec-doc"><p>electron_charge = 1.602176487e-20</p></div></div></div></body></html>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MKS (owl-base.Owl_const.MKS)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_const</a> &#x00BB; MKS</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const.MKS</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-speed_of_light"><a href="#val-speed_of_light" class="anchor"></a><code><span><span class="keyword">val</span> speed_of_light : float</span></code></div><div class="spec-doc"><p>speed_of_light = 2.99792458e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gravitational_constant"><a href="#val-gravitational_constant" class="anchor"></a><code><span><span class="keyword">val</span> gravitational_constant : float</span></code></div><div class="spec-doc"><p>gravitational_constant = 6.673e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_h"><a href="#val-plancks_constant_h" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_h : float</span></code></div><div class="spec-doc"><p>plancks_constant_h = 6.62606896e-34</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_hbar"><a href="#val-plancks_constant_hbar" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_hbar : float</span></code></div><div class="spec-doc"><p>plancks_constant_hbar = 1.05457162825e-34</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-astronomical_unit"><a href="#val-astronomical_unit" class="anchor"></a><code><span><span class="keyword">val</span> astronomical_unit : float</span></code></div><div class="spec-doc"><p>astronomical_unit = 1.49597870691e11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-light_year"><a href="#val-light_year" class="anchor"></a><code><span><span class="keyword">val</span> light_year : float</span></code></div><div class="spec-doc"><p>light_year = 9.46053620707e15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-parsec"><a href="#val-parsec" class="anchor"></a><code><span><span class="keyword">val</span> parsec : float</span></code></div><div class="spec-doc"><p>parsec = 3.08567758135e16</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grav_accel"><a href="#val-grav_accel" class="anchor"></a><code><span><span class="keyword">val</span> grav_accel : float</span></code></div><div class="spec-doc"><p>grav_accel = 9.80665e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_volt"><a href="#val-electron_volt" class="anchor"></a><code><span><span class="keyword">val</span> electron_volt : float</span></code></div><div class="spec-doc"><p>electron_volt = 1.602176487e-19</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_electron"><a href="#val-mass_electron" class="anchor"></a><code><span><span class="keyword">val</span> mass_electron : float</span></code></div><div class="spec-doc"><p>mass_electron = 9.10938188e-31</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_muon"><a href="#val-mass_muon" class="anchor"></a><code><span><span class="keyword">val</span> mass_muon : float</span></code></div><div class="spec-doc"><p>mass_muon = 1.88353109e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_proton"><a href="#val-mass_proton" class="anchor"></a><code><span><span class="keyword">val</span> mass_proton : float</span></code></div><div class="spec-doc"><p>mass_proton = 1.67262158e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_neutron"><a href="#val-mass_neutron" class="anchor"></a><code><span><span class="keyword">val</span> mass_neutron : float</span></code></div><div class="spec-doc"><p>mass_neutron = 1.67492716e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rydberg"><a href="#val-rydberg" class="anchor"></a><code><span><span class="keyword">val</span> rydberg : float</span></code></div><div class="spec-doc"><p>rydberg = 2.17987196968e-18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-boltzmann"><a href="#val-boltzmann" class="anchor"></a><code><span><span class="keyword">val</span> boltzmann : float</span></code></div><div class="spec-doc"><p>boltzmann = 1.3806504e-23</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-molar_gas"><a href="#val-molar_gas" class="anchor"></a><code><span><span class="keyword">val</span> molar_gas : float</span></code></div><div class="spec-doc"><p>molar_gas = 8.314472e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-standard_gas_volume"><a href="#val-standard_gas_volume" class="anchor"></a><code><span><span class="keyword">val</span> standard_gas_volume : float</span></code></div><div class="spec-doc"><p>standard_gas_volume = 2.2710981e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minute"><a href="#val-minute" class="anchor"></a><code><span><span class="keyword">val</span> minute : float</span></code></div><div class="spec-doc"><p>minute = 6e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hour"><a href="#val-hour" class="anchor"></a><code><span><span class="keyword">val</span> hour : float</span></code></div><div class="spec-doc"><p>hour = 3.6e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-day"><a href="#val-day" class="anchor"></a><code><span><span class="keyword">val</span> day : float</span></code></div><div class="spec-doc"><p>day = 8.64e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-week"><a href="#val-week" class="anchor"></a><code><span><span class="keyword">val</span> week : float</span></code></div><div class="spec-doc"><p>week = 6.048e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch"><a href="#val-inch" class="anchor"></a><code><span><span class="keyword">val</span> inch : float</span></code></div><div class="spec-doc"><p>inch = 2.54e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foot"><a href="#val-foot" class="anchor"></a><code><span><span class="keyword">val</span> foot : float</span></code></div><div class="spec-doc"><p>foot = 3.048e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yard"><a href="#val-yard" class="anchor"></a><code><span><span class="keyword">val</span> yard : float</span></code></div><div class="spec-doc"><p>yard = 9.144e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mile"><a href="#val-mile" class="anchor"></a><code><span><span class="keyword">val</span> mile : float</span></code></div><div class="spec-doc"><p>mile = 1.609344e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nautical_mile"><a href="#val-nautical_mile" class="anchor"></a><code><span><span class="keyword">val</span> nautical_mile : float</span></code></div><div class="spec-doc"><p>nautical_mile = 1.852e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fathom"><a href="#val-fathom" class="anchor"></a><code><span><span class="keyword">val</span> fathom : float</span></code></div><div class="spec-doc"><p>fathom = 1.8288e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mil"><a href="#val-mil" class="anchor"></a><code><span><span class="keyword">val</span> mil : float</span></code></div><div class="spec-doc"><p>mil = 2.54e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-point"><a href="#val-point" class="anchor"></a><code><span><span class="keyword">val</span> point : float</span></code></div><div class="spec-doc"><p>point = 3.52777777778e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-texpoint"><a href="#val-texpoint" class="anchor"></a><code><span><span class="keyword">val</span> texpoint : float</span></code></div><div class="spec-doc"><p>texpoint = 3.51459803515e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-micron"><a href="#val-micron" class="anchor"></a><code><span><span class="keyword">val</span> micron : float</span></code></div><div class="spec-doc"><p>micron = 1e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angstrom"><a href="#val-angstrom" class="anchor"></a><code><span><span class="keyword">val</span> angstrom : float</span></code></div><div class="spec-doc"><p>angstrom = 1e-10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hectare"><a href="#val-hectare" class="anchor"></a><code><span><span class="keyword">val</span> hectare : float</span></code></div><div class="spec-doc"><p>hectare = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acre"><a href="#val-acre" class="anchor"></a><code><span><span class="keyword">val</span> acre : float</span></code></div><div class="spec-doc"><p>acre = 4.04685642241e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-barn"><a href="#val-barn" class="anchor"></a><code><span><span class="keyword">val</span> barn : float</span></code></div><div class="spec-doc"><p>barn = 1e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-liter"><a href="#val-liter" class="anchor"></a><code><span><span class="keyword">val</span> liter : float</span></code></div><div class="spec-doc"><p>liter = 1e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-us_gallon"><a href="#val-us_gallon" class="anchor"></a><code><span><span class="keyword">val</span> us_gallon : float</span></code></div><div class="spec-doc"><p>us_gallon = 3.78541178402e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-quart"><a href="#val-quart" class="anchor"></a><code><span><span class="keyword">val</span> quart : float</span></code></div><div class="spec-doc"><p>quart = 9.46352946004e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pint"><a href="#val-pint" class="anchor"></a><code><span><span class="keyword">val</span> pint : float</span></code></div><div class="spec-doc"><p>pint = 4.73176473002e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cup"><a href="#val-cup" class="anchor"></a><code><span><span class="keyword">val</span> cup : float</span></code></div><div class="spec-doc"><p>cup = 2.36588236501e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fluid_ounce"><a href="#val-fluid_ounce" class="anchor"></a><code><span><span class="keyword">val</span> fluid_ounce : float</span></code></div><div class="spec-doc"><p>fluid_ounce = 2.95735295626e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tablespoon"><a href="#val-tablespoon" class="anchor"></a><code><span><span class="keyword">val</span> tablespoon : float</span></code></div><div class="spec-doc"><p>tablespoon = 1.47867647813e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-teaspoon"><a href="#val-teaspoon" class="anchor"></a><code><span><span class="keyword">val</span> teaspoon : float</span></code></div><div class="spec-doc"><p>teaspoon = 4.92892159375e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-canadian_gallon"><a href="#val-canadian_gallon" class="anchor"></a><code><span><span class="keyword">val</span> canadian_gallon : float</span></code></div><div class="spec-doc"><p>canadian_gallon = 4.54609e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_gallon"><a href="#val-uk_gallon" class="anchor"></a><code><span><span class="keyword">val</span> uk_gallon : float</span></code></div><div class="spec-doc"><p>uk_gallon = 4.546092e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-miles_per_hour"><a href="#val-miles_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> miles_per_hour : float</span></code></div><div class="spec-doc"><p>miles_per_hour = 4.4704e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilometers_per_hour"><a href="#val-kilometers_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> kilometers_per_hour : float</span></code></div><div class="spec-doc"><p>kilometers_per_hour = 2.77777777778e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-knot"><a href="#val-knot" class="anchor"></a><code><span><span class="keyword">val</span> knot : float</span></code></div><div class="spec-doc"><p>knot = 5.14444444444e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_mass"><a href="#val-pound_mass" class="anchor"></a><code><span><span class="keyword">val</span> pound_mass : float</span></code></div><div class="spec-doc"><p>pound_mass = 4.5359237e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ounce_mass"><a href="#val-ounce_mass" class="anchor"></a><code><span><span class="keyword">val</span> ounce_mass : float</span></code></div><div class="spec-doc"><p>ounce_mass = 2.8349523125e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ton"><a href="#val-ton" class="anchor"></a><code><span><span class="keyword">val</span> ton : float</span></code></div><div class="spec-doc"><p>ton = 9.0718474e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-metric_ton"><a href="#val-metric_ton" class="anchor"></a><code><span><span class="keyword">val</span> metric_ton : float</span></code></div><div class="spec-doc"><p>metric_ton = 1e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_ton"><a href="#val-uk_ton" class="anchor"></a><code><span><span class="keyword">val</span> uk_ton : float</span></code></div><div class="spec-doc"><p>uk_ton = 1.0160469088e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-troy_ounce"><a href="#val-troy_ounce" class="anchor"></a><code><span><span class="keyword">val</span> troy_ounce : float</span></code></div><div class="spec-doc"><p>troy_ounce = 3.1103475e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-carat"><a href="#val-carat" class="anchor"></a><code><span><span class="keyword">val</span> carat : float</span></code></div><div class="spec-doc"><p>carat = 2e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unified_atomic_mass"><a href="#val-unified_atomic_mass" class="anchor"></a><code><span><span class="keyword">val</span> unified_atomic_mass : float</span></code></div><div class="spec-doc"><p>unified_atomic_mass = 1.660538782e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gram_force"><a href="#val-gram_force" class="anchor"></a><code><span><span class="keyword">val</span> gram_force : float</span></code></div><div class="spec-doc"><p>gram_force = 9.80665e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_force"><a href="#val-pound_force" class="anchor"></a><code><span><span class="keyword">val</span> pound_force : float</span></code></div><div class="spec-doc"><p>pound_force = 4.44822161526e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilopound_force"><a href="#val-kilopound_force" class="anchor"></a><code><span><span class="keyword">val</span> kilopound_force : float</span></code></div><div class="spec-doc"><p>kilopound_force = 4.44822161526e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poundal"><a href="#val-poundal" class="anchor"></a><code><span><span class="keyword">val</span> poundal : float</span></code></div><div class="spec-doc"><p>poundal = 1.38255e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calorie"><a href="#val-calorie" class="anchor"></a><code><span><span class="keyword">val</span> calorie : float</span></code></div><div class="spec-doc"><p>calorie = 4.1868e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btu"><a href="#val-btu" class="anchor"></a><code><span><span class="keyword">val</span> btu : float</span></code></div><div class="spec-doc"><p>btu = 1.05505585262e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-therm"><a href="#val-therm" class="anchor"></a><code><span><span class="keyword">val</span> therm : float</span></code></div><div class="spec-doc"><p>therm = 1.05506e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-horsepower"><a href="#val-horsepower" class="anchor"></a><code><span><span class="keyword">val</span> horsepower : float</span></code></div><div class="spec-doc"><p>horsepower = 7.457e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bar"><a href="#val-bar" class="anchor"></a><code><span><span class="keyword">val</span> bar : float</span></code></div><div class="spec-doc"><p>bar = 1e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_atmosphere"><a href="#val-std_atmosphere" class="anchor"></a><code><span><span class="keyword">val</span> std_atmosphere : float</span></code></div><div class="spec-doc"><p>std_atmosphere = 1.01325e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-torr"><a href="#val-torr" class="anchor"></a><code><span><span class="keyword">val</span> torr : float</span></code></div><div class="spec-doc"><p>torr = 1.33322368421e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meter_of_mercury"><a href="#val-meter_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> meter_of_mercury : float</span></code></div><div class="spec-doc"><p>meter_of_mercury = 1.33322368421e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_mercury"><a href="#val-inch_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_mercury : float</span></code></div><div class="spec-doc"><p>inch_of_mercury = 3.38638815789e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_water"><a href="#val-inch_of_water" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_water : float</span></code></div><div class="spec-doc"><p>inch_of_water = 2.490889e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-psi"><a href="#val-psi" class="anchor"></a><code><span><span class="keyword">val</span> psi : float</span></code></div><div class="spec-doc"><p>psi = 6.89475729317e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poise"><a href="#val-poise" class="anchor"></a><code><span><span class="keyword">val</span> poise : float</span></code></div><div class="spec-doc"><p>poise = 1e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stokes"><a href="#val-stokes" class="anchor"></a><code><span><span class="keyword">val</span> stokes : float</span></code></div><div class="spec-doc"><p>stokes = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stilb"><a href="#val-stilb" class="anchor"></a><code><span><span class="keyword">val</span> stilb : float</span></code></div><div class="spec-doc"><p>stilb = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lumen"><a href="#val-lumen" class="anchor"></a><code><span><span class="keyword">val</span> lumen : float</span></code></div><div class="spec-doc"><p>lumen = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lux"><a href="#val-lux" class="anchor"></a><code><span><span class="keyword">val</span> lux : float</span></code></div><div class="spec-doc"><p>lux = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-phot"><a href="#val-phot" class="anchor"></a><code><span><span class="keyword">val</span> phot : float</span></code></div><div class="spec-doc"><p>phot = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footcandle"><a href="#val-footcandle" class="anchor"></a><code><span><span class="keyword">val</span> footcandle : float</span></code></div><div class="spec-doc"><p>footcandle = 1.076e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lambert"><a href="#val-lambert" class="anchor"></a><code><span><span class="keyword">val</span> lambert : float</span></code></div><div class="spec-doc"><p>lambert = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footlambert"><a href="#val-footlambert" class="anchor"></a><code><span><span class="keyword">val</span> footlambert : float</span></code></div><div class="spec-doc"><p>footlambert = 1.07639104e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-curie"><a href="#val-curie" class="anchor"></a><code><span><span class="keyword">val</span> curie : float</span></code></div><div class="spec-doc"><p>curie = 3.7e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-roentgen"><a href="#val-roentgen" class="anchor"></a><code><span><span class="keyword">val</span> roentgen : float</span></code></div><div class="spec-doc"><p>roentgen = 2.58e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rad"><a href="#val-rad" class="anchor"></a><code><span><span class="keyword">val</span> rad : float</span></code></div><div class="spec-doc"><p>rad = 1e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-solar_mass"><a href="#val-solar_mass" class="anchor"></a><code><span><span class="keyword">val</span> solar_mass : float</span></code></div><div class="spec-doc"><p>solar_mass = 1.98892e30</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_radius"><a href="#val-bohr_radius" class="anchor"></a><code><span><span class="keyword">val</span> bohr_radius : float</span></code></div><div class="spec-doc"><p>bohr_radius = 5.291772083e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-newton"><a href="#val-newton" class="anchor"></a><code><span><span class="keyword">val</span> newton : float</span></code></div><div class="spec-doc"><p>newton = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dyne"><a href="#val-dyne" class="anchor"></a><code><span><span class="keyword">val</span> dyne : float</span></code></div><div class="spec-doc"><p>dyne = 1e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-joule"><a href="#val-joule" class="anchor"></a><code><span><span class="keyword">val</span> joule : float</span></code></div><div class="spec-doc"><p>joule = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erg"><a href="#val-erg" class="anchor"></a><code><span><span class="keyword">val</span> erg : float</span></code></div><div class="spec-doc"><p>erg = 1e-7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stefan_boltzmann_constant"><a href="#val-stefan_boltzmann_constant" class="anchor"></a><code><span><span class="keyword">val</span> stefan_boltzmann_constant : float</span></code></div><div class="spec-doc"><p>stefan_boltzmann_constant = 5.67040047374e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-thomson_cross_section"><a href="#val-thomson_cross_section" class="anchor"></a><code><span><span class="keyword">val</span> thomson_cross_section : float</span></code></div><div class="spec-doc"><p>thomson_cross_section = 6.65245893699e-29</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_magneton"><a href="#val-bohr_magneton" class="anchor"></a><code><span><span class="keyword">val</span> bohr_magneton : float</span></code></div><div class="spec-doc"><p>bohr_magneton = 9.27400899e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nuclear_magneton"><a href="#val-nuclear_magneton" class="anchor"></a><code><span><span class="keyword">val</span> nuclear_magneton : float</span></code></div><div class="spec-doc"><p>nuclear_magneton = 5.05078317e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_magnetic_moment"><a href="#val-electron_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> electron_magnetic_moment : float</span></code></div><div class="spec-doc"><p>electron_magnetic_moment = 9.28476362e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-proton_magnetic_moment"><a href="#val-proton_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> proton_magnetic_moment : float</span></code></div><div class="spec-doc"><p>proton_magnetic_moment = 1.410606633e-26</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-faraday"><a href="#val-faraday" class="anchor"></a><code><span><span class="keyword">val</span> faraday : float</span></code></div><div class="spec-doc"><p>faraday = 9.64853429775e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_charge"><a href="#val-electron_charge" class="anchor"></a><code><span><span class="keyword">val</span> electron_charge : float</span></code></div><div class="spec-doc"><p>electron_charge = 1.602176487e-19</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vacuum_permittivity"><a href="#val-vacuum_permittivity" class="anchor"></a><code><span><span class="keyword">val</span> vacuum_permittivity : float</span></code></div><div class="spec-doc"><p>vacuum_permittivity = 8.854187817e-12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vacuum_permeability"><a href="#val-vacuum_permeability" class="anchor"></a><code><span><span class="keyword">val</span> vacuum_permeability : float</span></code></div><div class="spec-doc"><p>vacuum_permeability = 1.25663706144e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-debye"><a href="#val-debye" class="anchor"></a><code><span><span class="keyword">val</span> debye : float</span></code></div><div class="spec-doc"><p>debye = 3.33564095198e-30</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gauss"><a href="#val-gauss" class="anchor"></a><code><span><span class="keyword">val</span> gauss : float</span></code></div><div class="spec-doc"><p>gauss = 1e-4</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MKS (owl-base.Owl_const.MKS)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_const</a> &#x00BB; MKS</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const.MKS</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-speed_of_light"><a href="#val-speed_of_light" class="anchor"></a><code><span><span class="keyword">val</span> speed_of_light : float</span></code></div><div class="spec-doc"><p>speed_of_light = 2.99792458e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gravitational_constant"><a href="#val-gravitational_constant" class="anchor"></a><code><span><span class="keyword">val</span> gravitational_constant : float</span></code></div><div class="spec-doc"><p>gravitational_constant = 6.673e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_h"><a href="#val-plancks_constant_h" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_h : float</span></code></div><div class="spec-doc"><p>plancks_constant_h = 6.62606896e-34</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_hbar"><a href="#val-plancks_constant_hbar" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_hbar : float</span></code></div><div class="spec-doc"><p>plancks_constant_hbar = 1.05457162825e-34</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-astronomical_unit"><a href="#val-astronomical_unit" class="anchor"></a><code><span><span class="keyword">val</span> astronomical_unit : float</span></code></div><div class="spec-doc"><p>astronomical_unit = 1.49597870691e11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-light_year"><a href="#val-light_year" class="anchor"></a><code><span><span class="keyword">val</span> light_year : float</span></code></div><div class="spec-doc"><p>light_year = 9.46053620707e15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-parsec"><a href="#val-parsec" class="anchor"></a><code><span><span class="keyword">val</span> parsec : float</span></code></div><div class="spec-doc"><p>parsec = 3.08567758135e16</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grav_accel"><a href="#val-grav_accel" class="anchor"></a><code><span><span class="keyword">val</span> grav_accel : float</span></code></div><div class="spec-doc"><p>grav_accel = 9.80665e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_volt"><a href="#val-electron_volt" class="anchor"></a><code><span><span class="keyword">val</span> electron_volt : float</span></code></div><div class="spec-doc"><p>electron_volt = 1.602176487e-19</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_electron"><a href="#val-mass_electron" class="anchor"></a><code><span><span class="keyword">val</span> mass_electron : float</span></code></div><div class="spec-doc"><p>mass_electron = 9.10938188e-31</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_muon"><a href="#val-mass_muon" class="anchor"></a><code><span><span class="keyword">val</span> mass_muon : float</span></code></div><div class="spec-doc"><p>mass_muon = 1.88353109e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_proton"><a href="#val-mass_proton" class="anchor"></a><code><span><span class="keyword">val</span> mass_proton : float</span></code></div><div class="spec-doc"><p>mass_proton = 1.67262158e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_neutron"><a href="#val-mass_neutron" class="anchor"></a><code><span><span class="keyword">val</span> mass_neutron : float</span></code></div><div class="spec-doc"><p>mass_neutron = 1.67492716e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rydberg"><a href="#val-rydberg" class="anchor"></a><code><span><span class="keyword">val</span> rydberg : float</span></code></div><div class="spec-doc"><p>rydberg = 2.17987196968e-18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-boltzmann"><a href="#val-boltzmann" class="anchor"></a><code><span><span class="keyword">val</span> boltzmann : float</span></code></div><div class="spec-doc"><p>boltzmann = 1.3806504e-23</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-molar_gas"><a href="#val-molar_gas" class="anchor"></a><code><span><span class="keyword">val</span> molar_gas : float</span></code></div><div class="spec-doc"><p>molar_gas = 8.314472e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-standard_gas_volume"><a href="#val-standard_gas_volume" class="anchor"></a><code><span><span class="keyword">val</span> standard_gas_volume : float</span></code></div><div class="spec-doc"><p>standard_gas_volume = 2.2710981e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minute"><a href="#val-minute" class="anchor"></a><code><span><span class="keyword">val</span> minute : float</span></code></div><div class="spec-doc"><p>minute = 6e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hour"><a href="#val-hour" class="anchor"></a><code><span><span class="keyword">val</span> hour : float</span></code></div><div class="spec-doc"><p>hour = 3.6e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-day"><a href="#val-day" class="anchor"></a><code><span><span class="keyword">val</span> day : float</span></code></div><div class="spec-doc"><p>day = 8.64e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-week"><a href="#val-week" class="anchor"></a><code><span><span class="keyword">val</span> week : float</span></code></div><div class="spec-doc"><p>week = 6.048e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch"><a href="#val-inch" class="anchor"></a><code><span><span class="keyword">val</span> inch : float</span></code></div><div class="spec-doc"><p>inch = 2.54e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foot"><a href="#val-foot" class="anchor"></a><code><span><span class="keyword">val</span> foot : float</span></code></div><div class="spec-doc"><p>foot = 3.048e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yard"><a href="#val-yard" class="anchor"></a><code><span><span class="keyword">val</span> yard : float</span></code></div><div class="spec-doc"><p>yard = 9.144e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mile"><a href="#val-mile" class="anchor"></a><code><span><span class="keyword">val</span> mile : float</span></code></div><div class="spec-doc"><p>mile = 1.609344e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nautical_mile"><a href="#val-nautical_mile" class="anchor"></a><code><span><span class="keyword">val</span> nautical_mile : float</span></code></div><div class="spec-doc"><p>nautical_mile = 1.852e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fathom"><a href="#val-fathom" class="anchor"></a><code><span><span class="keyword">val</span> fathom : float</span></code></div><div class="spec-doc"><p>fathom = 1.8288e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mil"><a href="#val-mil" class="anchor"></a><code><span><span class="keyword">val</span> mil : float</span></code></div><div class="spec-doc"><p>mil = 2.54e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-point"><a href="#val-point" class="anchor"></a><code><span><span class="keyword">val</span> point : float</span></code></div><div class="spec-doc"><p>point = 3.52777777778e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-texpoint"><a href="#val-texpoint" class="anchor"></a><code><span><span class="keyword">val</span> texpoint : float</span></code></div><div class="spec-doc"><p>texpoint = 3.51459803515e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-micron"><a href="#val-micron" class="anchor"></a><code><span><span class="keyword">val</span> micron : float</span></code></div><div class="spec-doc"><p>micron = 1e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angstrom"><a href="#val-angstrom" class="anchor"></a><code><span><span class="keyword">val</span> angstrom : float</span></code></div><div class="spec-doc"><p>angstrom = 1e-10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hectare"><a href="#val-hectare" class="anchor"></a><code><span><span class="keyword">val</span> hectare : float</span></code></div><div class="spec-doc"><p>hectare = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acre"><a href="#val-acre" class="anchor"></a><code><span><span class="keyword">val</span> acre : float</span></code></div><div class="spec-doc"><p>acre = 4.04685642241e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-barn"><a href="#val-barn" class="anchor"></a><code><span><span class="keyword">val</span> barn : float</span></code></div><div class="spec-doc"><p>barn = 1e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-liter"><a href="#val-liter" class="anchor"></a><code><span><span class="keyword">val</span> liter : float</span></code></div><div class="spec-doc"><p>liter = 1e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-us_gallon"><a href="#val-us_gallon" class="anchor"></a><code><span><span class="keyword">val</span> us_gallon : float</span></code></div><div class="spec-doc"><p>us_gallon = 3.78541178402e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-quart"><a href="#val-quart" class="anchor"></a><code><span><span class="keyword">val</span> quart : float</span></code></div><div class="spec-doc"><p>quart = 9.46352946004e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pint"><a href="#val-pint" class="anchor"></a><code><span><span class="keyword">val</span> pint : float</span></code></div><div class="spec-doc"><p>pint = 4.73176473002e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cup"><a href="#val-cup" class="anchor"></a><code><span><span class="keyword">val</span> cup : float</span></code></div><div class="spec-doc"><p>cup = 2.36588236501e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fluid_ounce"><a href="#val-fluid_ounce" class="anchor"></a><code><span><span class="keyword">val</span> fluid_ounce : float</span></code></div><div class="spec-doc"><p>fluid_ounce = 2.95735295626e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tablespoon"><a href="#val-tablespoon" class="anchor"></a><code><span><span class="keyword">val</span> tablespoon : float</span></code></div><div class="spec-doc"><p>tablespoon = 1.47867647813e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-teaspoon"><a href="#val-teaspoon" class="anchor"></a><code><span><span class="keyword">val</span> teaspoon : float</span></code></div><div class="spec-doc"><p>teaspoon = 4.92892159375e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-canadian_gallon"><a href="#val-canadian_gallon" class="anchor"></a><code><span><span class="keyword">val</span> canadian_gallon : float</span></code></div><div class="spec-doc"><p>canadian_gallon = 4.54609e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_gallon"><a href="#val-uk_gallon" class="anchor"></a><code><span><span class="keyword">val</span> uk_gallon : float</span></code></div><div class="spec-doc"><p>uk_gallon = 4.546092e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-miles_per_hour"><a href="#val-miles_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> miles_per_hour : float</span></code></div><div class="spec-doc"><p>miles_per_hour = 4.4704e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilometers_per_hour"><a href="#val-kilometers_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> kilometers_per_hour : float</span></code></div><div class="spec-doc"><p>kilometers_per_hour = 2.77777777778e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-knot"><a href="#val-knot" class="anchor"></a><code><span><span class="keyword">val</span> knot : float</span></code></div><div class="spec-doc"><p>knot = 5.14444444444e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_mass"><a href="#val-pound_mass" class="anchor"></a><code><span><span class="keyword">val</span> pound_mass : float</span></code></div><div class="spec-doc"><p>pound_mass = 4.5359237e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ounce_mass"><a href="#val-ounce_mass" class="anchor"></a><code><span><span class="keyword">val</span> ounce_mass : float</span></code></div><div class="spec-doc"><p>ounce_mass = 2.8349523125e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ton"><a href="#val-ton" class="anchor"></a><code><span><span class="keyword">val</span> ton : float</span></code></div><div class="spec-doc"><p>ton = 9.0718474e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-metric_ton"><a href="#val-metric_ton" class="anchor"></a><code><span><span class="keyword">val</span> metric_ton : float</span></code></div><div class="spec-doc"><p>metric_ton = 1e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_ton"><a href="#val-uk_ton" class="anchor"></a><code><span><span class="keyword">val</span> uk_ton : float</span></code></div><div class="spec-doc"><p>uk_ton = 1.0160469088e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-troy_ounce"><a href="#val-troy_ounce" class="anchor"></a><code><span><span class="keyword">val</span> troy_ounce : float</span></code></div><div class="spec-doc"><p>troy_ounce = 3.1103475e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-carat"><a href="#val-carat" class="anchor"></a><code><span><span class="keyword">val</span> carat : float</span></code></div><div class="spec-doc"><p>carat = 2e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unified_atomic_mass"><a href="#val-unified_atomic_mass" class="anchor"></a><code><span><span class="keyword">val</span> unified_atomic_mass : float</span></code></div><div class="spec-doc"><p>unified_atomic_mass = 1.660538782e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gram_force"><a href="#val-gram_force" class="anchor"></a><code><span><span class="keyword">val</span> gram_force : float</span></code></div><div class="spec-doc"><p>gram_force = 9.80665e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_force"><a href="#val-pound_force" class="anchor"></a><code><span><span class="keyword">val</span> pound_force : float</span></code></div><div class="spec-doc"><p>pound_force = 4.44822161526e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilopound_force"><a href="#val-kilopound_force" class="anchor"></a><code><span><span class="keyword">val</span> kilopound_force : float</span></code></div><div class="spec-doc"><p>kilopound_force = 4.44822161526e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poundal"><a href="#val-poundal" class="anchor"></a><code><span><span class="keyword">val</span> poundal : float</span></code></div><div class="spec-doc"><p>poundal = 1.38255e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calorie"><a href="#val-calorie" class="anchor"></a><code><span><span class="keyword">val</span> calorie : float</span></code></div><div class="spec-doc"><p>calorie = 4.1868e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btu"><a href="#val-btu" class="anchor"></a><code><span><span class="keyword">val</span> btu : float</span></code></div><div class="spec-doc"><p>btu = 1.05505585262e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-therm"><a href="#val-therm" class="anchor"></a><code><span><span class="keyword">val</span> therm : float</span></code></div><div class="spec-doc"><p>therm = 1.05506e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-horsepower"><a href="#val-horsepower" class="anchor"></a><code><span><span class="keyword">val</span> horsepower : float</span></code></div><div class="spec-doc"><p>horsepower = 7.457e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bar"><a href="#val-bar" class="anchor"></a><code><span><span class="keyword">val</span> bar : float</span></code></div><div class="spec-doc"><p>bar = 1e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_atmosphere"><a href="#val-std_atmosphere" class="anchor"></a><code><span><span class="keyword">val</span> std_atmosphere : float</span></code></div><div class="spec-doc"><p>std_atmosphere = 1.01325e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-torr"><a href="#val-torr" class="anchor"></a><code><span><span class="keyword">val</span> torr : float</span></code></div><div class="spec-doc"><p>torr = 1.33322368421e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meter_of_mercury"><a href="#val-meter_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> meter_of_mercury : float</span></code></div><div class="spec-doc"><p>meter_of_mercury = 1.33322368421e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_mercury"><a href="#val-inch_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_mercury : float</span></code></div><div class="spec-doc"><p>inch_of_mercury = 3.38638815789e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_water"><a href="#val-inch_of_water" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_water : float</span></code></div><div class="spec-doc"><p>inch_of_water = 2.490889e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-psi"><a href="#val-psi" class="anchor"></a><code><span><span class="keyword">val</span> psi : float</span></code></div><div class="spec-doc"><p>psi = 6.89475729317e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poise"><a href="#val-poise" class="anchor"></a><code><span><span class="keyword">val</span> poise : float</span></code></div><div class="spec-doc"><p>poise = 1e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stokes"><a href="#val-stokes" class="anchor"></a><code><span><span class="keyword">val</span> stokes : float</span></code></div><div class="spec-doc"><p>stokes = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stilb"><a href="#val-stilb" class="anchor"></a><code><span><span class="keyword">val</span> stilb : float</span></code></div><div class="spec-doc"><p>stilb = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lumen"><a href="#val-lumen" class="anchor"></a><code><span><span class="keyword">val</span> lumen : float</span></code></div><div class="spec-doc"><p>lumen = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lux"><a href="#val-lux" class="anchor"></a><code><span><span class="keyword">val</span> lux : float</span></code></div><div class="spec-doc"><p>lux = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-phot"><a href="#val-phot" class="anchor"></a><code><span><span class="keyword">val</span> phot : float</span></code></div><div class="spec-doc"><p>phot = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footcandle"><a href="#val-footcandle" class="anchor"></a><code><span><span class="keyword">val</span> footcandle : float</span></code></div><div class="spec-doc"><p>footcandle = 1.076e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lambert"><a href="#val-lambert" class="anchor"></a><code><span><span class="keyword">val</span> lambert : float</span></code></div><div class="spec-doc"><p>lambert = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footlambert"><a href="#val-footlambert" class="anchor"></a><code><span><span class="keyword">val</span> footlambert : float</span></code></div><div class="spec-doc"><p>footlambert = 1.07639104e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-curie"><a href="#val-curie" class="anchor"></a><code><span><span class="keyword">val</span> curie : float</span></code></div><div class="spec-doc"><p>curie = 3.7e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-roentgen"><a href="#val-roentgen" class="anchor"></a><code><span><span class="keyword">val</span> roentgen : float</span></code></div><div class="spec-doc"><p>roentgen = 2.58e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rad"><a href="#val-rad" class="anchor"></a><code><span><span class="keyword">val</span> rad : float</span></code></div><div class="spec-doc"><p>rad = 1e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-solar_mass"><a href="#val-solar_mass" class="anchor"></a><code><span><span class="keyword">val</span> solar_mass : float</span></code></div><div class="spec-doc"><p>solar_mass = 1.98892e30</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_radius"><a href="#val-bohr_radius" class="anchor"></a><code><span><span class="keyword">val</span> bohr_radius : float</span></code></div><div class="spec-doc"><p>bohr_radius = 5.291772083e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-newton"><a href="#val-newton" class="anchor"></a><code><span><span class="keyword">val</span> newton : float</span></code></div><div class="spec-doc"><p>newton = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dyne"><a href="#val-dyne" class="anchor"></a><code><span><span class="keyword">val</span> dyne : float</span></code></div><div class="spec-doc"><p>dyne = 1e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-joule"><a href="#val-joule" class="anchor"></a><code><span><span class="keyword">val</span> joule : float</span></code></div><div class="spec-doc"><p>joule = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erg"><a href="#val-erg" class="anchor"></a><code><span><span class="keyword">val</span> erg : float</span></code></div><div class="spec-doc"><p>erg = 1e-7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stefan_boltzmann_constant"><a href="#val-stefan_boltzmann_constant" class="anchor"></a><code><span><span class="keyword">val</span> stefan_boltzmann_constant : float</span></code></div><div class="spec-doc"><p>stefan_boltzmann_constant = 5.67040047374e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-thomson_cross_section"><a href="#val-thomson_cross_section" class="anchor"></a><code><span><span class="keyword">val</span> thomson_cross_section : float</span></code></div><div class="spec-doc"><p>thomson_cross_section = 6.65245893699e-29</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_magneton"><a href="#val-bohr_magneton" class="anchor"></a><code><span><span class="keyword">val</span> bohr_magneton : float</span></code></div><div class="spec-doc"><p>bohr_magneton = 9.27400899e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nuclear_magneton"><a href="#val-nuclear_magneton" class="anchor"></a><code><span><span class="keyword">val</span> nuclear_magneton : float</span></code></div><div class="spec-doc"><p>nuclear_magneton = 5.05078317e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_magnetic_moment"><a href="#val-electron_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> electron_magnetic_moment : float</span></code></div><div class="spec-doc"><p>electron_magnetic_moment = 9.28476362e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-proton_magnetic_moment"><a href="#val-proton_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> proton_magnetic_moment : float</span></code></div><div class="spec-doc"><p>proton_magnetic_moment = 1.410606633e-26</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-faraday"><a href="#val-faraday" class="anchor"></a><code><span><span class="keyword">val</span> faraday : float</span></code></div><div class="spec-doc"><p>faraday = 9.64853429775e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_charge"><a href="#val-electron_charge" class="anchor"></a><code><span><span class="keyword">val</span> electron_charge : float</span></code></div><div class="spec-doc"><p>electron_charge = 1.602176487e-19</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vacuum_permittivity"><a href="#val-vacuum_permittivity" class="anchor"></a><code><span><span class="keyword">val</span> vacuum_permittivity : float</span></code></div><div class="spec-doc"><p>vacuum_permittivity = 8.854187817e-12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vacuum_permeability"><a href="#val-vacuum_permeability" class="anchor"></a><code><span><span class="keyword">val</span> vacuum_permeability : float</span></code></div><div class="spec-doc"><p>vacuum_permeability = 1.25663706144e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-debye"><a href="#val-debye" class="anchor"></a><code><span><span class="keyword">val</span> debye : float</span></code></div><div class="spec-doc"><p>debye = 3.33564095198e-30</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gauss"><a href="#val-gauss" class="anchor"></a><code><span><span class="keyword">val</span> gauss : float</span></code></div><div class="spec-doc"><p>gauss = 1e-4</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_const/Prefix/index.html b/docs/owl-base/Owl_const/Prefix/index.html
index 0d7e18a4a..9c3e68278 100644
--- a/docs/owl-base/Owl_const/Prefix/index.html
+++ b/docs/owl-base/Owl_const/Prefix/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Prefix (owl-base.Owl_const.Prefix)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_const</a> &#x00BB; Prefix</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const.Prefix</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-fine_structure"><a href="#val-fine_structure" class="anchor"></a><code><span><span class="keyword">val</span> fine_structure : float</span></code></div><div class="spec-doc"><p>fine_structure = 7.297352533e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avogadro"><a href="#val-avogadro" class="anchor"></a><code><span><span class="keyword">val</span> avogadro : float</span></code></div><div class="spec-doc"><p>avogadro = 6.02214199e23</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yotta"><a href="#val-yotta" class="anchor"></a><code><span><span class="keyword">val</span> yotta : float</span></code></div><div class="spec-doc"><p>yotta = 1e24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zetta"><a href="#val-zetta" class="anchor"></a><code><span><span class="keyword">val</span> zetta : float</span></code></div><div class="spec-doc"><p>zetta = 1e21</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exa"><a href="#val-exa" class="anchor"></a><code><span><span class="keyword">val</span> exa : float</span></code></div><div class="spec-doc"><p>exa = 1e18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-peta"><a href="#val-peta" class="anchor"></a><code><span><span class="keyword">val</span> peta : float</span></code></div><div class="spec-doc"><p>peta = 1e15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tera"><a href="#val-tera" class="anchor"></a><code><span><span class="keyword">val</span> tera : float</span></code></div><div class="spec-doc"><p>tera = 1e12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-giga"><a href="#val-giga" class="anchor"></a><code><span><span class="keyword">val</span> giga : float</span></code></div><div class="spec-doc"><p>giga = 1e9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mega"><a href="#val-mega" class="anchor"></a><code><span><span class="keyword">val</span> mega : float</span></code></div><div class="spec-doc"><p>mega = 1e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilo"><a href="#val-kilo" class="anchor"></a><code><span><span class="keyword">val</span> kilo : float</span></code></div><div class="spec-doc"><p>kilo = 1e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hecto"><a href="#val-hecto" class="anchor"></a><code><span><span class="keyword">val</span> hecto : float</span></code></div><div class="spec-doc"><p>hecto = 1e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deca"><a href="#val-deca" class="anchor"></a><code><span><span class="keyword">val</span> deca : float</span></code></div><div class="spec-doc"><p>deca = 1e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deci"><a href="#val-deci" class="anchor"></a><code><span><span class="keyword">val</span> deci : float</span></code></div><div class="spec-doc"><p>deci = 1e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-centi"><a href="#val-centi" class="anchor"></a><code><span><span class="keyword">val</span> centi : float</span></code></div><div class="spec-doc"><p>centi = 1e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-milli"><a href="#val-milli" class="anchor"></a><code><span><span class="keyword">val</span> milli : float</span></code></div><div class="spec-doc"><p>milli = 1e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-micro"><a href="#val-micro" class="anchor"></a><code><span><span class="keyword">val</span> micro : float</span></code></div><div class="spec-doc"><p>micro = 1e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nano"><a href="#val-nano" class="anchor"></a><code><span><span class="keyword">val</span> nano : float</span></code></div><div class="spec-doc"><p>nano = 1e-9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pico"><a href="#val-pico" class="anchor"></a><code><span><span class="keyword">val</span> pico : float</span></code></div><div class="spec-doc"><p>pico = 1e-12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-femto"><a href="#val-femto" class="anchor"></a><code><span><span class="keyword">val</span> femto : float</span></code></div><div class="spec-doc"><p>femto = 1e-15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atto"><a href="#val-atto" class="anchor"></a><code><span><span class="keyword">val</span> atto : float</span></code></div><div class="spec-doc"><p>atto = 1e-18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zepto"><a href="#val-zepto" class="anchor"></a><code><span><span class="keyword">val</span> zepto : float</span></code></div><div class="spec-doc"><p>zepto = 1e-21</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yocto"><a href="#val-yocto" class="anchor"></a><code><span><span class="keyword">val</span> yocto : float</span></code></div><div class="spec-doc"><p>yocto = 1e-24</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Prefix (owl-base.Owl_const.Prefix)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_const</a> &#x00BB; Prefix</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const.Prefix</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-fine_structure"><a href="#val-fine_structure" class="anchor"></a><code><span><span class="keyword">val</span> fine_structure : float</span></code></div><div class="spec-doc"><p>fine_structure = 7.297352533e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avogadro"><a href="#val-avogadro" class="anchor"></a><code><span><span class="keyword">val</span> avogadro : float</span></code></div><div class="spec-doc"><p>avogadro = 6.02214199e23</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yotta"><a href="#val-yotta" class="anchor"></a><code><span><span class="keyword">val</span> yotta : float</span></code></div><div class="spec-doc"><p>yotta = 1e24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zetta"><a href="#val-zetta" class="anchor"></a><code><span><span class="keyword">val</span> zetta : float</span></code></div><div class="spec-doc"><p>zetta = 1e21</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exa"><a href="#val-exa" class="anchor"></a><code><span><span class="keyword">val</span> exa : float</span></code></div><div class="spec-doc"><p>exa = 1e18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-peta"><a href="#val-peta" class="anchor"></a><code><span><span class="keyword">val</span> peta : float</span></code></div><div class="spec-doc"><p>peta = 1e15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tera"><a href="#val-tera" class="anchor"></a><code><span><span class="keyword">val</span> tera : float</span></code></div><div class="spec-doc"><p>tera = 1e12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-giga"><a href="#val-giga" class="anchor"></a><code><span><span class="keyword">val</span> giga : float</span></code></div><div class="spec-doc"><p>giga = 1e9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mega"><a href="#val-mega" class="anchor"></a><code><span><span class="keyword">val</span> mega : float</span></code></div><div class="spec-doc"><p>mega = 1e6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilo"><a href="#val-kilo" class="anchor"></a><code><span><span class="keyword">val</span> kilo : float</span></code></div><div class="spec-doc"><p>kilo = 1e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hecto"><a href="#val-hecto" class="anchor"></a><code><span><span class="keyword">val</span> hecto : float</span></code></div><div class="spec-doc"><p>hecto = 1e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deca"><a href="#val-deca" class="anchor"></a><code><span><span class="keyword">val</span> deca : float</span></code></div><div class="spec-doc"><p>deca = 1e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deci"><a href="#val-deci" class="anchor"></a><code><span><span class="keyword">val</span> deci : float</span></code></div><div class="spec-doc"><p>deci = 1e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-centi"><a href="#val-centi" class="anchor"></a><code><span><span class="keyword">val</span> centi : float</span></code></div><div class="spec-doc"><p>centi = 1e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-milli"><a href="#val-milli" class="anchor"></a><code><span><span class="keyword">val</span> milli : float</span></code></div><div class="spec-doc"><p>milli = 1e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-micro"><a href="#val-micro" class="anchor"></a><code><span><span class="keyword">val</span> micro : float</span></code></div><div class="spec-doc"><p>micro = 1e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nano"><a href="#val-nano" class="anchor"></a><code><span><span class="keyword">val</span> nano : float</span></code></div><div class="spec-doc"><p>nano = 1e-9</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pico"><a href="#val-pico" class="anchor"></a><code><span><span class="keyword">val</span> pico : float</span></code></div><div class="spec-doc"><p>pico = 1e-12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-femto"><a href="#val-femto" class="anchor"></a><code><span><span class="keyword">val</span> femto : float</span></code></div><div class="spec-doc"><p>femto = 1e-15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atto"><a href="#val-atto" class="anchor"></a><code><span><span class="keyword">val</span> atto : float</span></code></div><div class="spec-doc"><p>atto = 1e-18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zepto"><a href="#val-zepto" class="anchor"></a><code><span><span class="keyword">val</span> zepto : float</span></code></div><div class="spec-doc"><p>zepto = 1e-21</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yocto"><a href="#val-yocto" class="anchor"></a><code><span><span class="keyword">val</span> yocto : float</span></code></div><div class="spec-doc"><p>yocto = 1e-24</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_const/SI/index.html b/docs/owl-base/Owl_const/SI/index.html
index 5ab492359..f0e41a472 100644
--- a/docs/owl-base/Owl_const/SI/index.html
+++ b/docs/owl-base/Owl_const/SI/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>SI (owl-base.Owl_const.SI)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_const</a> &#x00BB; SI</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const.SI</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-speed_of_light"><a href="#val-speed_of_light" class="anchor"></a><code><span><span class="keyword">val</span> speed_of_light : float</span></code></div><div class="spec-doc"><p>speed_of_light = 2.99792458e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gravitational_constant"><a href="#val-gravitational_constant" class="anchor"></a><code><span><span class="keyword">val</span> gravitational_constant : float</span></code></div><div class="spec-doc"><p>gravitational_constant = 6.673e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_h"><a href="#val-plancks_constant_h" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_h : float</span></code></div><div class="spec-doc"><p>plancks_constant_h = 6.62606896e-34</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_hbar"><a href="#val-plancks_constant_hbar" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_hbar : float</span></code></div><div class="spec-doc"><p>plancks_constant_hbar = 1.05457162825e-34</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-astronomical_unit"><a href="#val-astronomical_unit" class="anchor"></a><code><span><span class="keyword">val</span> astronomical_unit : float</span></code></div><div class="spec-doc"><p>astronomical_unit = 1.49597870691e11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-light_year"><a href="#val-light_year" class="anchor"></a><code><span><span class="keyword">val</span> light_year : float</span></code></div><div class="spec-doc"><p>light_year = 9.46053620707e15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-parsec"><a href="#val-parsec" class="anchor"></a><code><span><span class="keyword">val</span> parsec : float</span></code></div><div class="spec-doc"><p>parsec = 3.08567758135e16</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grav_accel"><a href="#val-grav_accel" class="anchor"></a><code><span><span class="keyword">val</span> grav_accel : float</span></code></div><div class="spec-doc"><p>grav_accel = 9.80665e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_volt"><a href="#val-electron_volt" class="anchor"></a><code><span><span class="keyword">val</span> electron_volt : float</span></code></div><div class="spec-doc"><p>electron_volt = 1.602176487e-19</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_electron"><a href="#val-mass_electron" class="anchor"></a><code><span><span class="keyword">val</span> mass_electron : float</span></code></div><div class="spec-doc"><p>mass_electron = 9.10938188e-31</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_muon"><a href="#val-mass_muon" class="anchor"></a><code><span><span class="keyword">val</span> mass_muon : float</span></code></div><div class="spec-doc"><p>mass_muon = 1.88353109e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_proton"><a href="#val-mass_proton" class="anchor"></a><code><span><span class="keyword">val</span> mass_proton : float</span></code></div><div class="spec-doc"><p>mass_proton = 1.67262158e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_neutron"><a href="#val-mass_neutron" class="anchor"></a><code><span><span class="keyword">val</span> mass_neutron : float</span></code></div><div class="spec-doc"><p>mass_neutron = 1.67492716e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rydberg"><a href="#val-rydberg" class="anchor"></a><code><span><span class="keyword">val</span> rydberg : float</span></code></div><div class="spec-doc"><p>rydberg = 2.17987196968e-18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-boltzmann"><a href="#val-boltzmann" class="anchor"></a><code><span><span class="keyword">val</span> boltzmann : float</span></code></div><div class="spec-doc"><p>boltzmann = 1.3806504e-23</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-molar_gas"><a href="#val-molar_gas" class="anchor"></a><code><span><span class="keyword">val</span> molar_gas : float</span></code></div><div class="spec-doc"><p>molar_gas = 8.314472e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-standard_gas_volume"><a href="#val-standard_gas_volume" class="anchor"></a><code><span><span class="keyword">val</span> standard_gas_volume : float</span></code></div><div class="spec-doc"><p>standard_gas_volume = 2.2710981e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minute"><a href="#val-minute" class="anchor"></a><code><span><span class="keyword">val</span> minute : float</span></code></div><div class="spec-doc"><p>minute = 6e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hour"><a href="#val-hour" class="anchor"></a><code><span><span class="keyword">val</span> hour : float</span></code></div><div class="spec-doc"><p>hour = 3.6e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-day"><a href="#val-day" class="anchor"></a><code><span><span class="keyword">val</span> day : float</span></code></div><div class="spec-doc"><p>day = 8.64e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-week"><a href="#val-week" class="anchor"></a><code><span><span class="keyword">val</span> week : float</span></code></div><div class="spec-doc"><p>week = 6.048e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch"><a href="#val-inch" class="anchor"></a><code><span><span class="keyword">val</span> inch : float</span></code></div><div class="spec-doc"><p>inch = 2.54e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foot"><a href="#val-foot" class="anchor"></a><code><span><span class="keyword">val</span> foot : float</span></code></div><div class="spec-doc"><p>foot = 3.048e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yard"><a href="#val-yard" class="anchor"></a><code><span><span class="keyword">val</span> yard : float</span></code></div><div class="spec-doc"><p>yard = 9.144e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mile"><a href="#val-mile" class="anchor"></a><code><span><span class="keyword">val</span> mile : float</span></code></div><div class="spec-doc"><p>mile = 1.609344e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nautical_mile"><a href="#val-nautical_mile" class="anchor"></a><code><span><span class="keyword">val</span> nautical_mile : float</span></code></div><div class="spec-doc"><p>nautical_mile = 1.852e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fathom"><a href="#val-fathom" class="anchor"></a><code><span><span class="keyword">val</span> fathom : float</span></code></div><div class="spec-doc"><p>fathom = 1.8288e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mil"><a href="#val-mil" class="anchor"></a><code><span><span class="keyword">val</span> mil : float</span></code></div><div class="spec-doc"><p>mil = 2.54e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-point"><a href="#val-point" class="anchor"></a><code><span><span class="keyword">val</span> point : float</span></code></div><div class="spec-doc"><p>point = 3.52777777778e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-texpoint"><a href="#val-texpoint" class="anchor"></a><code><span><span class="keyword">val</span> texpoint : float</span></code></div><div class="spec-doc"><p>texpoint = 3.51459803515e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-micron"><a href="#val-micron" class="anchor"></a><code><span><span class="keyword">val</span> micron : float</span></code></div><div class="spec-doc"><p>micron = 1e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angstrom"><a href="#val-angstrom" class="anchor"></a><code><span><span class="keyword">val</span> angstrom : float</span></code></div><div class="spec-doc"><p>angstrom = 1e-10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hectare"><a href="#val-hectare" class="anchor"></a><code><span><span class="keyword">val</span> hectare : float</span></code></div><div class="spec-doc"><p>hectare = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acre"><a href="#val-acre" class="anchor"></a><code><span><span class="keyword">val</span> acre : float</span></code></div><div class="spec-doc"><p>acre = 4.04685642241e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-barn"><a href="#val-barn" class="anchor"></a><code><span><span class="keyword">val</span> barn : float</span></code></div><div class="spec-doc"><p>barn = 1e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-liter"><a href="#val-liter" class="anchor"></a><code><span><span class="keyword">val</span> liter : float</span></code></div><div class="spec-doc"><p>liter = 1e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-us_gallon"><a href="#val-us_gallon" class="anchor"></a><code><span><span class="keyword">val</span> us_gallon : float</span></code></div><div class="spec-doc"><p>us_gallon = 3.78541178402e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-quart"><a href="#val-quart" class="anchor"></a><code><span><span class="keyword">val</span> quart : float</span></code></div><div class="spec-doc"><p>quart = 9.46352946004e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pint"><a href="#val-pint" class="anchor"></a><code><span><span class="keyword">val</span> pint : float</span></code></div><div class="spec-doc"><p>pint = 4.73176473002e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cup"><a href="#val-cup" class="anchor"></a><code><span><span class="keyword">val</span> cup : float</span></code></div><div class="spec-doc"><p>cup = 2.36588236501e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fluid_ounce"><a href="#val-fluid_ounce" class="anchor"></a><code><span><span class="keyword">val</span> fluid_ounce : float</span></code></div><div class="spec-doc"><p>fluid_ounce = 2.95735295626e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tablespoon"><a href="#val-tablespoon" class="anchor"></a><code><span><span class="keyword">val</span> tablespoon : float</span></code></div><div class="spec-doc"><p>tablespoon = 1.47867647813e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-teaspoon"><a href="#val-teaspoon" class="anchor"></a><code><span><span class="keyword">val</span> teaspoon : float</span></code></div><div class="spec-doc"><p>teaspoon = 4.92892159375e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-canadian_gallon"><a href="#val-canadian_gallon" class="anchor"></a><code><span><span class="keyword">val</span> canadian_gallon : float</span></code></div><div class="spec-doc"><p>canadian_gallon = 4.54609e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_gallon"><a href="#val-uk_gallon" class="anchor"></a><code><span><span class="keyword">val</span> uk_gallon : float</span></code></div><div class="spec-doc"><p>uk_gallon = 4.546092e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-miles_per_hour"><a href="#val-miles_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> miles_per_hour : float</span></code></div><div class="spec-doc"><p>miles_per_hour = 4.4704e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilometers_per_hour"><a href="#val-kilometers_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> kilometers_per_hour : float</span></code></div><div class="spec-doc"><p>kilometers_per_hour = 2.77777777778e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-knot"><a href="#val-knot" class="anchor"></a><code><span><span class="keyword">val</span> knot : float</span></code></div><div class="spec-doc"><p>knot = 5.14444444444e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_mass"><a href="#val-pound_mass" class="anchor"></a><code><span><span class="keyword">val</span> pound_mass : float</span></code></div><div class="spec-doc"><p>pound_mass = 4.5359237e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ounce_mass"><a href="#val-ounce_mass" class="anchor"></a><code><span><span class="keyword">val</span> ounce_mass : float</span></code></div><div class="spec-doc"><p>ounce_mass = 2.8349523125e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ton"><a href="#val-ton" class="anchor"></a><code><span><span class="keyword">val</span> ton : float</span></code></div><div class="spec-doc"><p>ton = 9.0718474e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-metric_ton"><a href="#val-metric_ton" class="anchor"></a><code><span><span class="keyword">val</span> metric_ton : float</span></code></div><div class="spec-doc"><p>metric_ton = 1e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_ton"><a href="#val-uk_ton" class="anchor"></a><code><span><span class="keyword">val</span> uk_ton : float</span></code></div><div class="spec-doc"><p>uk_ton = 1.0160469088e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-troy_ounce"><a href="#val-troy_ounce" class="anchor"></a><code><span><span class="keyword">val</span> troy_ounce : float</span></code></div><div class="spec-doc"><p>troy_ounce = 3.1103475e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-carat"><a href="#val-carat" class="anchor"></a><code><span><span class="keyword">val</span> carat : float</span></code></div><div class="spec-doc"><p>carat = 2e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unified_atomic_mass"><a href="#val-unified_atomic_mass" class="anchor"></a><code><span><span class="keyword">val</span> unified_atomic_mass : float</span></code></div><div class="spec-doc"><p>unified_atomic_mass = 1.660538782e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gram_force"><a href="#val-gram_force" class="anchor"></a><code><span><span class="keyword">val</span> gram_force : float</span></code></div><div class="spec-doc"><p>gram_force = 9.80665e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_force"><a href="#val-pound_force" class="anchor"></a><code><span><span class="keyword">val</span> pound_force : float</span></code></div><div class="spec-doc"><p>pound_force = 4.44822161526e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilopound_force"><a href="#val-kilopound_force" class="anchor"></a><code><span><span class="keyword">val</span> kilopound_force : float</span></code></div><div class="spec-doc"><p>kilopound_force = 4.44822161526e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poundal"><a href="#val-poundal" class="anchor"></a><code><span><span class="keyword">val</span> poundal : float</span></code></div><div class="spec-doc"><p>poundal = 1.38255e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calorie"><a href="#val-calorie" class="anchor"></a><code><span><span class="keyword">val</span> calorie : float</span></code></div><div class="spec-doc"><p>calorie = 4.1868e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btu"><a href="#val-btu" class="anchor"></a><code><span><span class="keyword">val</span> btu : float</span></code></div><div class="spec-doc"><p>btu = 1.05505585262e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-therm"><a href="#val-therm" class="anchor"></a><code><span><span class="keyword">val</span> therm : float</span></code></div><div class="spec-doc"><p>therm = 1.05506e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-horsepower"><a href="#val-horsepower" class="anchor"></a><code><span><span class="keyword">val</span> horsepower : float</span></code></div><div class="spec-doc"><p>horsepower = 7.457e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bar"><a href="#val-bar" class="anchor"></a><code><span><span class="keyword">val</span> bar : float</span></code></div><div class="spec-doc"><p>bar = 1e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_atmosphere"><a href="#val-std_atmosphere" class="anchor"></a><code><span><span class="keyword">val</span> std_atmosphere : float</span></code></div><div class="spec-doc"><p>std_atmosphere = 1.01325e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-torr"><a href="#val-torr" class="anchor"></a><code><span><span class="keyword">val</span> torr : float</span></code></div><div class="spec-doc"><p>torr = 1.33322368421e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meter_of_mercury"><a href="#val-meter_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> meter_of_mercury : float</span></code></div><div class="spec-doc"><p>meter_of_mercury = 1.33322368421e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_mercury"><a href="#val-inch_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_mercury : float</span></code></div><div class="spec-doc"><p>inch_of_mercury = 3.38638815789e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_water"><a href="#val-inch_of_water" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_water : float</span></code></div><div class="spec-doc"><p>inch_of_water = 2.490889e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-psi"><a href="#val-psi" class="anchor"></a><code><span><span class="keyword">val</span> psi : float</span></code></div><div class="spec-doc"><p>psi = 6.89475729317e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poise"><a href="#val-poise" class="anchor"></a><code><span><span class="keyword">val</span> poise : float</span></code></div><div class="spec-doc"><p>poise = 1e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stokes"><a href="#val-stokes" class="anchor"></a><code><span><span class="keyword">val</span> stokes : float</span></code></div><div class="spec-doc"><p>stokes = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stilb"><a href="#val-stilb" class="anchor"></a><code><span><span class="keyword">val</span> stilb : float</span></code></div><div class="spec-doc"><p>stilb = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lumen"><a href="#val-lumen" class="anchor"></a><code><span><span class="keyword">val</span> lumen : float</span></code></div><div class="spec-doc"><p>lumen = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lux"><a href="#val-lux" class="anchor"></a><code><span><span class="keyword">val</span> lux : float</span></code></div><div class="spec-doc"><p>lux = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-phot"><a href="#val-phot" class="anchor"></a><code><span><span class="keyword">val</span> phot : float</span></code></div><div class="spec-doc"><p>phot = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footcandle"><a href="#val-footcandle" class="anchor"></a><code><span><span class="keyword">val</span> footcandle : float</span></code></div><div class="spec-doc"><p>footcandle = 1.076e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lambert"><a href="#val-lambert" class="anchor"></a><code><span><span class="keyword">val</span> lambert : float</span></code></div><div class="spec-doc"><p>lambert = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footlambert"><a href="#val-footlambert" class="anchor"></a><code><span><span class="keyword">val</span> footlambert : float</span></code></div><div class="spec-doc"><p>footlambert = 1.07639104e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-curie"><a href="#val-curie" class="anchor"></a><code><span><span class="keyword">val</span> curie : float</span></code></div><div class="spec-doc"><p>curie = 3.7e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-roentgen"><a href="#val-roentgen" class="anchor"></a><code><span><span class="keyword">val</span> roentgen : float</span></code></div><div class="spec-doc"><p>roentgen = 2.58e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rad"><a href="#val-rad" class="anchor"></a><code><span><span class="keyword">val</span> rad : float</span></code></div><div class="spec-doc"><p>rad = 1e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-solar_mass"><a href="#val-solar_mass" class="anchor"></a><code><span><span class="keyword">val</span> solar_mass : float</span></code></div><div class="spec-doc"><p>solar_mass = 1.98892e30</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_radius"><a href="#val-bohr_radius" class="anchor"></a><code><span><span class="keyword">val</span> bohr_radius : float</span></code></div><div class="spec-doc"><p>bohr_radius = 5.291772083e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-newton"><a href="#val-newton" class="anchor"></a><code><span><span class="keyword">val</span> newton : float</span></code></div><div class="spec-doc"><p>newton = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dyne"><a href="#val-dyne" class="anchor"></a><code><span><span class="keyword">val</span> dyne : float</span></code></div><div class="spec-doc"><p>dyne = 1e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-joule"><a href="#val-joule" class="anchor"></a><code><span><span class="keyword">val</span> joule : float</span></code></div><div class="spec-doc"><p>joule = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erg"><a href="#val-erg" class="anchor"></a><code><span><span class="keyword">val</span> erg : float</span></code></div><div class="spec-doc"><p>erg = 1e-7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stefan_boltzmann_constant"><a href="#val-stefan_boltzmann_constant" class="anchor"></a><code><span><span class="keyword">val</span> stefan_boltzmann_constant : float</span></code></div><div class="spec-doc"><p>stefan_boltzmann_constant = 5.67040047374e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-thomson_cross_section"><a href="#val-thomson_cross_section" class="anchor"></a><code><span><span class="keyword">val</span> thomson_cross_section : float</span></code></div><div class="spec-doc"><p>thomson_cross_section = 6.65245893699e-29</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_magneton"><a href="#val-bohr_magneton" class="anchor"></a><code><span><span class="keyword">val</span> bohr_magneton : float</span></code></div><div class="spec-doc"><p>bohr_magneton = 9.27400899e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nuclear_magneton"><a href="#val-nuclear_magneton" class="anchor"></a><code><span><span class="keyword">val</span> nuclear_magneton : float</span></code></div><div class="spec-doc"><p>nuclear_magneton = 5.05078317e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_magnetic_moment"><a href="#val-electron_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> electron_magnetic_moment : float</span></code></div><div class="spec-doc"><p>electron_magnetic_moment = 9.28476362e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-proton_magnetic_moment"><a href="#val-proton_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> proton_magnetic_moment : float</span></code></div><div class="spec-doc"><p>proton_magnetic_moment = 1.410606633e-26</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-faraday"><a href="#val-faraday" class="anchor"></a><code><span><span class="keyword">val</span> faraday : float</span></code></div><div class="spec-doc"><p>faraday = 9.64853429775e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_charge"><a href="#val-electron_charge" class="anchor"></a><code><span><span class="keyword">val</span> electron_charge : float</span></code></div><div class="spec-doc"><p>electron_charge = 1.602176487e-19</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vacuum_permittivity"><a href="#val-vacuum_permittivity" class="anchor"></a><code><span><span class="keyword">val</span> vacuum_permittivity : float</span></code></div><div class="spec-doc"><p>vacuum_permittivity = 8.854187817e-12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vacuum_permeability"><a href="#val-vacuum_permeability" class="anchor"></a><code><span><span class="keyword">val</span> vacuum_permeability : float</span></code></div><div class="spec-doc"><p>vacuum_permeability = 1.25663706144e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-debye"><a href="#val-debye" class="anchor"></a><code><span><span class="keyword">val</span> debye : float</span></code></div><div class="spec-doc"><p>debye = 3.33564095198e-30</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gauss"><a href="#val-gauss" class="anchor"></a><code><span><span class="keyword">val</span> gauss : float</span></code></div><div class="spec-doc"><p>gauss = 1e-4</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>SI (owl-base.Owl_const.SI)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_const</a> &#x00BB; SI</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const.SI</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-speed_of_light"><a href="#val-speed_of_light" class="anchor"></a><code><span><span class="keyword">val</span> speed_of_light : float</span></code></div><div class="spec-doc"><p>speed_of_light = 2.99792458e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gravitational_constant"><a href="#val-gravitational_constant" class="anchor"></a><code><span><span class="keyword">val</span> gravitational_constant : float</span></code></div><div class="spec-doc"><p>gravitational_constant = 6.673e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_h"><a href="#val-plancks_constant_h" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_h : float</span></code></div><div class="spec-doc"><p>plancks_constant_h = 6.62606896e-34</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-plancks_constant_hbar"><a href="#val-plancks_constant_hbar" class="anchor"></a><code><span><span class="keyword">val</span> plancks_constant_hbar : float</span></code></div><div class="spec-doc"><p>plancks_constant_hbar = 1.05457162825e-34</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-astronomical_unit"><a href="#val-astronomical_unit" class="anchor"></a><code><span><span class="keyword">val</span> astronomical_unit : float</span></code></div><div class="spec-doc"><p>astronomical_unit = 1.49597870691e11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-light_year"><a href="#val-light_year" class="anchor"></a><code><span><span class="keyword">val</span> light_year : float</span></code></div><div class="spec-doc"><p>light_year = 9.46053620707e15</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-parsec"><a href="#val-parsec" class="anchor"></a><code><span><span class="keyword">val</span> parsec : float</span></code></div><div class="spec-doc"><p>parsec = 3.08567758135e16</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grav_accel"><a href="#val-grav_accel" class="anchor"></a><code><span><span class="keyword">val</span> grav_accel : float</span></code></div><div class="spec-doc"><p>grav_accel = 9.80665e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_volt"><a href="#val-electron_volt" class="anchor"></a><code><span><span class="keyword">val</span> electron_volt : float</span></code></div><div class="spec-doc"><p>electron_volt = 1.602176487e-19</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_electron"><a href="#val-mass_electron" class="anchor"></a><code><span><span class="keyword">val</span> mass_electron : float</span></code></div><div class="spec-doc"><p>mass_electron = 9.10938188e-31</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_muon"><a href="#val-mass_muon" class="anchor"></a><code><span><span class="keyword">val</span> mass_muon : float</span></code></div><div class="spec-doc"><p>mass_muon = 1.88353109e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_proton"><a href="#val-mass_proton" class="anchor"></a><code><span><span class="keyword">val</span> mass_proton : float</span></code></div><div class="spec-doc"><p>mass_proton = 1.67262158e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mass_neutron"><a href="#val-mass_neutron" class="anchor"></a><code><span><span class="keyword">val</span> mass_neutron : float</span></code></div><div class="spec-doc"><p>mass_neutron = 1.67492716e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rydberg"><a href="#val-rydberg" class="anchor"></a><code><span><span class="keyword">val</span> rydberg : float</span></code></div><div class="spec-doc"><p>rydberg = 2.17987196968e-18</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-boltzmann"><a href="#val-boltzmann" class="anchor"></a><code><span><span class="keyword">val</span> boltzmann : float</span></code></div><div class="spec-doc"><p>boltzmann = 1.3806504e-23</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-molar_gas"><a href="#val-molar_gas" class="anchor"></a><code><span><span class="keyword">val</span> molar_gas : float</span></code></div><div class="spec-doc"><p>molar_gas = 8.314472e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-standard_gas_volume"><a href="#val-standard_gas_volume" class="anchor"></a><code><span><span class="keyword">val</span> standard_gas_volume : float</span></code></div><div class="spec-doc"><p>standard_gas_volume = 2.2710981e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minute"><a href="#val-minute" class="anchor"></a><code><span><span class="keyword">val</span> minute : float</span></code></div><div class="spec-doc"><p>minute = 6e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hour"><a href="#val-hour" class="anchor"></a><code><span><span class="keyword">val</span> hour : float</span></code></div><div class="spec-doc"><p>hour = 3.6e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-day"><a href="#val-day" class="anchor"></a><code><span><span class="keyword">val</span> day : float</span></code></div><div class="spec-doc"><p>day = 8.64e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-week"><a href="#val-week" class="anchor"></a><code><span><span class="keyword">val</span> week : float</span></code></div><div class="spec-doc"><p>week = 6.048e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch"><a href="#val-inch" class="anchor"></a><code><span><span class="keyword">val</span> inch : float</span></code></div><div class="spec-doc"><p>inch = 2.54e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foot"><a href="#val-foot" class="anchor"></a><code><span><span class="keyword">val</span> foot : float</span></code></div><div class="spec-doc"><p>foot = 3.048e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yard"><a href="#val-yard" class="anchor"></a><code><span><span class="keyword">val</span> yard : float</span></code></div><div class="spec-doc"><p>yard = 9.144e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mile"><a href="#val-mile" class="anchor"></a><code><span><span class="keyword">val</span> mile : float</span></code></div><div class="spec-doc"><p>mile = 1.609344e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nautical_mile"><a href="#val-nautical_mile" class="anchor"></a><code><span><span class="keyword">val</span> nautical_mile : float</span></code></div><div class="spec-doc"><p>nautical_mile = 1.852e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fathom"><a href="#val-fathom" class="anchor"></a><code><span><span class="keyword">val</span> fathom : float</span></code></div><div class="spec-doc"><p>fathom = 1.8288e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mil"><a href="#val-mil" class="anchor"></a><code><span><span class="keyword">val</span> mil : float</span></code></div><div class="spec-doc"><p>mil = 2.54e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-point"><a href="#val-point" class="anchor"></a><code><span><span class="keyword">val</span> point : float</span></code></div><div class="spec-doc"><p>point = 3.52777777778e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-texpoint"><a href="#val-texpoint" class="anchor"></a><code><span><span class="keyword">val</span> texpoint : float</span></code></div><div class="spec-doc"><p>texpoint = 3.51459803515e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-micron"><a href="#val-micron" class="anchor"></a><code><span><span class="keyword">val</span> micron : float</span></code></div><div class="spec-doc"><p>micron = 1e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angstrom"><a href="#val-angstrom" class="anchor"></a><code><span><span class="keyword">val</span> angstrom : float</span></code></div><div class="spec-doc"><p>angstrom = 1e-10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hectare"><a href="#val-hectare" class="anchor"></a><code><span><span class="keyword">val</span> hectare : float</span></code></div><div class="spec-doc"><p>hectare = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acre"><a href="#val-acre" class="anchor"></a><code><span><span class="keyword">val</span> acre : float</span></code></div><div class="spec-doc"><p>acre = 4.04685642241e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-barn"><a href="#val-barn" class="anchor"></a><code><span><span class="keyword">val</span> barn : float</span></code></div><div class="spec-doc"><p>barn = 1e-28</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-liter"><a href="#val-liter" class="anchor"></a><code><span><span class="keyword">val</span> liter : float</span></code></div><div class="spec-doc"><p>liter = 1e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-us_gallon"><a href="#val-us_gallon" class="anchor"></a><code><span><span class="keyword">val</span> us_gallon : float</span></code></div><div class="spec-doc"><p>us_gallon = 3.78541178402e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-quart"><a href="#val-quart" class="anchor"></a><code><span><span class="keyword">val</span> quart : float</span></code></div><div class="spec-doc"><p>quart = 9.46352946004e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pint"><a href="#val-pint" class="anchor"></a><code><span><span class="keyword">val</span> pint : float</span></code></div><div class="spec-doc"><p>pint = 4.73176473002e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cup"><a href="#val-cup" class="anchor"></a><code><span><span class="keyword">val</span> cup : float</span></code></div><div class="spec-doc"><p>cup = 2.36588236501e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fluid_ounce"><a href="#val-fluid_ounce" class="anchor"></a><code><span><span class="keyword">val</span> fluid_ounce : float</span></code></div><div class="spec-doc"><p>fluid_ounce = 2.95735295626e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tablespoon"><a href="#val-tablespoon" class="anchor"></a><code><span><span class="keyword">val</span> tablespoon : float</span></code></div><div class="spec-doc"><p>tablespoon = 1.47867647813e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-teaspoon"><a href="#val-teaspoon" class="anchor"></a><code><span><span class="keyword">val</span> teaspoon : float</span></code></div><div class="spec-doc"><p>teaspoon = 4.92892159375e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-canadian_gallon"><a href="#val-canadian_gallon" class="anchor"></a><code><span><span class="keyword">val</span> canadian_gallon : float</span></code></div><div class="spec-doc"><p>canadian_gallon = 4.54609e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_gallon"><a href="#val-uk_gallon" class="anchor"></a><code><span><span class="keyword">val</span> uk_gallon : float</span></code></div><div class="spec-doc"><p>uk_gallon = 4.546092e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-miles_per_hour"><a href="#val-miles_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> miles_per_hour : float</span></code></div><div class="spec-doc"><p>miles_per_hour = 4.4704e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilometers_per_hour"><a href="#val-kilometers_per_hour" class="anchor"></a><code><span><span class="keyword">val</span> kilometers_per_hour : float</span></code></div><div class="spec-doc"><p>kilometers_per_hour = 2.77777777778e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-knot"><a href="#val-knot" class="anchor"></a><code><span><span class="keyword">val</span> knot : float</span></code></div><div class="spec-doc"><p>knot = 5.14444444444e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_mass"><a href="#val-pound_mass" class="anchor"></a><code><span><span class="keyword">val</span> pound_mass : float</span></code></div><div class="spec-doc"><p>pound_mass = 4.5359237e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ounce_mass"><a href="#val-ounce_mass" class="anchor"></a><code><span><span class="keyword">val</span> ounce_mass : float</span></code></div><div class="spec-doc"><p>ounce_mass = 2.8349523125e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ton"><a href="#val-ton" class="anchor"></a><code><span><span class="keyword">val</span> ton : float</span></code></div><div class="spec-doc"><p>ton = 9.0718474e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-metric_ton"><a href="#val-metric_ton" class="anchor"></a><code><span><span class="keyword">val</span> metric_ton : float</span></code></div><div class="spec-doc"><p>metric_ton = 1e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uk_ton"><a href="#val-uk_ton" class="anchor"></a><code><span><span class="keyword">val</span> uk_ton : float</span></code></div><div class="spec-doc"><p>uk_ton = 1.0160469088e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-troy_ounce"><a href="#val-troy_ounce" class="anchor"></a><code><span><span class="keyword">val</span> troy_ounce : float</span></code></div><div class="spec-doc"><p>troy_ounce = 3.1103475e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-carat"><a href="#val-carat" class="anchor"></a><code><span><span class="keyword">val</span> carat : float</span></code></div><div class="spec-doc"><p>carat = 2e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unified_atomic_mass"><a href="#val-unified_atomic_mass" class="anchor"></a><code><span><span class="keyword">val</span> unified_atomic_mass : float</span></code></div><div class="spec-doc"><p>unified_atomic_mass = 1.660538782e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gram_force"><a href="#val-gram_force" class="anchor"></a><code><span><span class="keyword">val</span> gram_force : float</span></code></div><div class="spec-doc"><p>gram_force = 9.80665e-3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pound_force"><a href="#val-pound_force" class="anchor"></a><code><span><span class="keyword">val</span> pound_force : float</span></code></div><div class="spec-doc"><p>pound_force = 4.44822161526e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kilopound_force"><a href="#val-kilopound_force" class="anchor"></a><code><span><span class="keyword">val</span> kilopound_force : float</span></code></div><div class="spec-doc"><p>kilopound_force = 4.44822161526e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poundal"><a href="#val-poundal" class="anchor"></a><code><span><span class="keyword">val</span> poundal : float</span></code></div><div class="spec-doc"><p>poundal = 1.38255e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calorie"><a href="#val-calorie" class="anchor"></a><code><span><span class="keyword">val</span> calorie : float</span></code></div><div class="spec-doc"><p>calorie = 4.1868e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btu"><a href="#val-btu" class="anchor"></a><code><span><span class="keyword">val</span> btu : float</span></code></div><div class="spec-doc"><p>btu = 1.05505585262e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-therm"><a href="#val-therm" class="anchor"></a><code><span><span class="keyword">val</span> therm : float</span></code></div><div class="spec-doc"><p>therm = 1.05506e8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-horsepower"><a href="#val-horsepower" class="anchor"></a><code><span><span class="keyword">val</span> horsepower : float</span></code></div><div class="spec-doc"><p>horsepower = 7.457e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bar"><a href="#val-bar" class="anchor"></a><code><span><span class="keyword">val</span> bar : float</span></code></div><div class="spec-doc"><p>bar = 1e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-std_atmosphere"><a href="#val-std_atmosphere" class="anchor"></a><code><span><span class="keyword">val</span> std_atmosphere : float</span></code></div><div class="spec-doc"><p>std_atmosphere = 1.01325e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-torr"><a href="#val-torr" class="anchor"></a><code><span><span class="keyword">val</span> torr : float</span></code></div><div class="spec-doc"><p>torr = 1.33322368421e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meter_of_mercury"><a href="#val-meter_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> meter_of_mercury : float</span></code></div><div class="spec-doc"><p>meter_of_mercury = 1.33322368421e5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_mercury"><a href="#val-inch_of_mercury" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_mercury : float</span></code></div><div class="spec-doc"><p>inch_of_mercury = 3.38638815789e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inch_of_water"><a href="#val-inch_of_water" class="anchor"></a><code><span><span class="keyword">val</span> inch_of_water : float</span></code></div><div class="spec-doc"><p>inch_of_water = 2.490889e2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-psi"><a href="#val-psi" class="anchor"></a><code><span><span class="keyword">val</span> psi : float</span></code></div><div class="spec-doc"><p>psi = 6.89475729317e3</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poise"><a href="#val-poise" class="anchor"></a><code><span><span class="keyword">val</span> poise : float</span></code></div><div class="spec-doc"><p>poise = 1e-1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stokes"><a href="#val-stokes" class="anchor"></a><code><span><span class="keyword">val</span> stokes : float</span></code></div><div class="spec-doc"><p>stokes = 1e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stilb"><a href="#val-stilb" class="anchor"></a><code><span><span class="keyword">val</span> stilb : float</span></code></div><div class="spec-doc"><p>stilb = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lumen"><a href="#val-lumen" class="anchor"></a><code><span><span class="keyword">val</span> lumen : float</span></code></div><div class="spec-doc"><p>lumen = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lux"><a href="#val-lux" class="anchor"></a><code><span><span class="keyword">val</span> lux : float</span></code></div><div class="spec-doc"><p>lux = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-phot"><a href="#val-phot" class="anchor"></a><code><span><span class="keyword">val</span> phot : float</span></code></div><div class="spec-doc"><p>phot = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footcandle"><a href="#val-footcandle" class="anchor"></a><code><span><span class="keyword">val</span> footcandle : float</span></code></div><div class="spec-doc"><p>footcandle = 1.076e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lambert"><a href="#val-lambert" class="anchor"></a><code><span><span class="keyword">val</span> lambert : float</span></code></div><div class="spec-doc"><p>lambert = 1e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-footlambert"><a href="#val-footlambert" class="anchor"></a><code><span><span class="keyword">val</span> footlambert : float</span></code></div><div class="spec-doc"><p>footlambert = 1.07639104e1</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-curie"><a href="#val-curie" class="anchor"></a><code><span><span class="keyword">val</span> curie : float</span></code></div><div class="spec-doc"><p>curie = 3.7e10</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-roentgen"><a href="#val-roentgen" class="anchor"></a><code><span><span class="keyword">val</span> roentgen : float</span></code></div><div class="spec-doc"><p>roentgen = 2.58e-4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rad"><a href="#val-rad" class="anchor"></a><code><span><span class="keyword">val</span> rad : float</span></code></div><div class="spec-doc"><p>rad = 1e-2</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-solar_mass"><a href="#val-solar_mass" class="anchor"></a><code><span><span class="keyword">val</span> solar_mass : float</span></code></div><div class="spec-doc"><p>solar_mass = 1.98892e30</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_radius"><a href="#val-bohr_radius" class="anchor"></a><code><span><span class="keyword">val</span> bohr_radius : float</span></code></div><div class="spec-doc"><p>bohr_radius = 5.291772083e-11</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-newton"><a href="#val-newton" class="anchor"></a><code><span><span class="keyword">val</span> newton : float</span></code></div><div class="spec-doc"><p>newton = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dyne"><a href="#val-dyne" class="anchor"></a><code><span><span class="keyword">val</span> dyne : float</span></code></div><div class="spec-doc"><p>dyne = 1e-5</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-joule"><a href="#val-joule" class="anchor"></a><code><span><span class="keyword">val</span> joule : float</span></code></div><div class="spec-doc"><p>joule = 1e0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erg"><a href="#val-erg" class="anchor"></a><code><span><span class="keyword">val</span> erg : float</span></code></div><div class="spec-doc"><p>erg = 1e-7</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stefan_boltzmann_constant"><a href="#val-stefan_boltzmann_constant" class="anchor"></a><code><span><span class="keyword">val</span> stefan_boltzmann_constant : float</span></code></div><div class="spec-doc"><p>stefan_boltzmann_constant = 5.67040047374e-8</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-thomson_cross_section"><a href="#val-thomson_cross_section" class="anchor"></a><code><span><span class="keyword">val</span> thomson_cross_section : float</span></code></div><div class="spec-doc"><p>thomson_cross_section = 6.65245893699e-29</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bohr_magneton"><a href="#val-bohr_magneton" class="anchor"></a><code><span><span class="keyword">val</span> bohr_magneton : float</span></code></div><div class="spec-doc"><p>bohr_magneton = 9.27400899e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nuclear_magneton"><a href="#val-nuclear_magneton" class="anchor"></a><code><span><span class="keyword">val</span> nuclear_magneton : float</span></code></div><div class="spec-doc"><p>nuclear_magneton = 5.05078317e-27</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_magnetic_moment"><a href="#val-electron_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> electron_magnetic_moment : float</span></code></div><div class="spec-doc"><p>electron_magnetic_moment = 9.28476362e-24</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-proton_magnetic_moment"><a href="#val-proton_magnetic_moment" class="anchor"></a><code><span><span class="keyword">val</span> proton_magnetic_moment : float</span></code></div><div class="spec-doc"><p>proton_magnetic_moment = 1.410606633e-26</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-faraday"><a href="#val-faraday" class="anchor"></a><code><span><span class="keyword">val</span> faraday : float</span></code></div><div class="spec-doc"><p>faraday = 9.64853429775e4</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-electron_charge"><a href="#val-electron_charge" class="anchor"></a><code><span><span class="keyword">val</span> electron_charge : float</span></code></div><div class="spec-doc"><p>electron_charge = 1.602176487e-19</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vacuum_permittivity"><a href="#val-vacuum_permittivity" class="anchor"></a><code><span><span class="keyword">val</span> vacuum_permittivity : float</span></code></div><div class="spec-doc"><p>vacuum_permittivity = 8.854187817e-12</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vacuum_permeability"><a href="#val-vacuum_permeability" class="anchor"></a><code><span><span class="keyword">val</span> vacuum_permeability : float</span></code></div><div class="spec-doc"><p>vacuum_permeability = 1.25663706144e-6</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-debye"><a href="#val-debye" class="anchor"></a><code><span><span class="keyword">val</span> debye : float</span></code></div><div class="spec-doc"><p>debye = 3.33564095198e-30</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gauss"><a href="#val-gauss" class="anchor"></a><code><span><span class="keyword">val</span> gauss : float</span></code></div><div class="spec-doc"><p>gauss = 1e-4</p></div></div></div></body></html>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_const (owl-base.Owl_const)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_const</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const</span></code></h1><p>Metric system: CGS, MKS, SI, and physical constants.</p></header><nav class="odoc-toc"><ul><li><a href="#maths-constants">Maths constants</a></li><li><a href="#constants-depending-on-bigarray-kind">Constants depending on Bigarray kind</a></li><li><a href="#unit-prefixes">Unit prefixes</a></li><li><a href="#si:-international-system-of-units">SI: International System of Units</a></li><li><a href="#mks:-mks-system-of-units">MKS: MKS system of units</a></li><li><a href="#cgs:-centimetre–gram–second-system-of-units">CGS: Centimetre–gram–second system of units</a></li><li><a href="#cgsm:-unit-systems-in-electromagnetism">CGSM: Unit Systems in Electromagnetism</a></li></ul></nav><div class="odoc-content"><p>Values of physical constants CGS &lt; MKS &lt; SI. Read wikipedia on CGS and SI system for more details.</p><p>International System of Units (French: Système international d'unités, SI), historically also called the MKSA system of units for metre–kilogram–second–ampere.</p><p>The SI system of units extends the MKS system and has 7 base units, by expressing any measurement of physical quantities using fundamental units of Length, Mass, Time, Electric Current, Thermodynamic Temperature, Amount of substance and Luminous Intensity, which are Metre, Kilogram, Second, Ampere, Kelvin, Mole and Candela respectively.</p><p>http://www.npl.co.uk/upload/pdf/units-of-measurement-poster.pdf</p><h6 id="maths-constants"><a href="#maths-constants" class="anchor"></a>Maths constants</h6><div class="odoc-spec"><div class="spec value anchored" id="val-e"><a href="#val-e" class="anchor"></a><code><span><span class="keyword">val</span> e : float</span></code></div><div class="spec-doc"><p>e = 2.718281828459045235360287471352662498</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-euler"><a href="#val-euler" class="anchor"></a><code><span><span class="keyword">val</span> euler : float</span></code></div><div class="spec-doc"><p>euler = 0.577215664901532860606512090082402431</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2e"><a href="#val-log2e" class="anchor"></a><code><span><span class="keyword">val</span> log2e : float</span></code></div><div class="spec-doc"><p>log2e = 1.442695040888963407359924681001892137</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10e"><a href="#val-log10e" class="anchor"></a><code><span><span class="keyword">val</span> log10e : float</span></code></div><div class="spec-doc"><p>log10e = 0.434294481903251827651128918916605082</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-loge2"><a href="#val-loge2" class="anchor"></a><code><span><span class="keyword">val</span> loge2 : float</span></code></div><div class="spec-doc"><p>loge2 = 0.693147180559945309417232121458176568</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-loge10"><a href="#val-loge10" class="anchor"></a><code><span><span class="keyword">val</span> loge10 : float</span></code></div><div class="spec-doc"><p>loge10 = 2.302585092994045684017991454684364208</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logepi"><a href="#val-logepi" class="anchor"></a><code><span><span class="keyword">val</span> logepi : float</span></code></div><div class="spec-doc"><p>logepi = 1.144729885849400174143427351353058711</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt1_2"><a href="#val-sqrt1_2" class="anchor"></a><code><span><span class="keyword">val</span> sqrt1_2 : float</span></code></div><div class="spec-doc"><p>sqrt1_2 = 0.707106781186547524400844362104849039</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt2"><a href="#val-sqrt2" class="anchor"></a><code><span><span class="keyword">val</span> sqrt2 : float</span></code></div><div class="spec-doc"><p>sqrt2 = 1.414213562373095048801688724209698079</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt3"><a href="#val-sqrt3" class="anchor"></a><code><span><span class="keyword">val</span> sqrt3 : float</span></code></div><div class="spec-doc"><p>sqrt3 = 1.732050807568877293527446341505872366</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrtpi"><a href="#val-sqrtpi" class="anchor"></a><code><span><span class="keyword">val</span> sqrtpi : float</span></code></div><div class="spec-doc"><p>sqrtpi = 1.772453850905516027298167483341145182</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pi"><a href="#val-pi" class="anchor"></a><code><span><span class="keyword">val</span> pi : float</span></code></div><div class="spec-doc"><p>pi = 3.141592653589793238462643383279502884</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pi2"><a href="#val-pi2" class="anchor"></a><code><span><span class="keyword">val</span> pi2 : float</span></code></div><div class="spec-doc"><p>pi2 = 6.283185307179586476925286766559005768</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pi4"><a href="#val-pi4" class="anchor"></a><code><span><span class="keyword">val</span> pi4 : float</span></code></div><div class="spec-doc"><p>pi4 = 12.56637061435917295385057353311801153</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pi_2"><a href="#val-pi_2" class="anchor"></a><code><span><span class="keyword">val</span> pi_2 : float</span></code></div><div class="spec-doc"><p>pi_2 = 1.570796326794896619231321691639751442</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pi_4"><a href="#val-pi_4" class="anchor"></a><code><span><span class="keyword">val</span> pi_4 : float</span></code></div><div class="spec-doc"><p>pi_4 = 0.785398163397448309615660845819875721</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eps"><a href="#val-eps" class="anchor"></a><code><span><span class="keyword">val</span> eps : float</span></code></div><div class="spec-doc"><p>eps = 1e-15</p></div></div><h6 id="constants-depending-on-bigarray-kind"><a href="#constants-depending-on-bigarray-kind" class="anchor"></a>Constants depending on Bigarray kind</h6><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>zero kind</code> returns value zero of the given number type <code>kind</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one"><a href="#val-one" class="anchor"></a><code><span><span class="keyword">val</span> one : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>one kind</code> returns value one of the given number type <code>kind</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg_one"><a href="#val-neg_one" class="anchor"></a><code><span><span class="keyword">val</span> neg_one : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>neg_one kind</code> returns negative one of the given number type <code>kind</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pos_inf"><a href="#val-pos_inf" class="anchor"></a><code><span><span class="keyword">val</span> pos_inf : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>pos_inf kind</code> returns positive infinity of the given number type <code>kind</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg_inf"><a href="#val-neg_inf" class="anchor"></a><code><span><span class="keyword">val</span> neg_inf : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>neg_inf kind</code> returns negative infinity of the given number type <code>kind</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_float32"><a href="#val-min_float32" class="anchor"></a><code><span><span class="keyword">val</span> min_float32 : float</span></code></div><div class="spec-doc"><p>Miminum value of single precision float number, i.e. ~-.340282346638528859811704183484516925440.0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_float32"><a href="#val-max_float32" class="anchor"></a><code><span><span class="keyword">val</span> max_float32 : float</span></code></div><div class="spec-doc"><p>Maximum value of single precision float number, i.e. 340282346638528859811704183484516925440.0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_float64"><a href="#val-min_float64" class="anchor"></a><code><span><span class="keyword">val</span> min_float64 : float</span></code></div><div class="spec-doc"><p>Miminum value of double precision float number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_float64"><a href="#val-max_float64" class="anchor"></a><code><span><span class="keyword">val</span> max_float64 : float</span></code></div><div class="spec-doc"><p>Maximum value of double precision float number.</p></div></div><h6 id="unit-prefixes"><a href="#unit-prefixes" class="anchor"></a>Unit prefixes</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Prefix"><a href="#module-Prefix" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Prefix/index.html">Prefix</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="si:-international-system-of-units"><a href="#si:-international-system-of-units" class="anchor"></a>SI: International System of Units</h6><div class="odoc-spec"><div class="spec module anchored" id="module-SI"><a href="#module-SI" class="anchor"></a><code><span><span class="keyword">module</span> <a href="SI/index.html">SI</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="mks:-mks-system-of-units"><a href="#mks:-mks-system-of-units" class="anchor"></a>MKS: MKS system of units</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MKS"><a href="#module-MKS" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MKS/index.html">MKS</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="cgs:-centimetre–gram–second-system-of-units"><a href="#cgs:-centimetre–gram–second-system-of-units" class="anchor"></a>CGS: Centimetre–gram–second system of units</h6><div class="odoc-spec"><div class="spec module anchored" id="module-CGS"><a href="#module-CGS" class="anchor"></a><code><span><span class="keyword">module</span> <a href="CGS/index.html">CGS</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="cgsm:-unit-systems-in-electromagnetism"><a href="#cgsm:-unit-systems-in-electromagnetism" class="anchor"></a>CGSM: Unit Systems in Electromagnetism</h6><div class="odoc-spec"><div class="spec module anchored" id="module-CGSM"><a href="#module-CGSM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="CGSM/index.html">CGSM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_const (owl-base.Owl_const)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_const</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_const</span></code></h1><p>Metric system: CGS, MKS, SI, and physical constants.</p></header><nav class="odoc-toc"><ul><li><a href="#maths-constants">Maths constants</a></li><li><a href="#constants-depending-on-bigarray-kind">Constants depending on Bigarray kind</a></li><li><a href="#unit-prefixes">Unit prefixes</a></li><li><a href="#si:-international-system-of-units">SI: International System of Units</a></li><li><a href="#mks:-mks-system-of-units">MKS: MKS system of units</a></li><li><a href="#cgs:-centimetre–gram–second-system-of-units">CGS: Centimetre–gram–second system of units</a></li><li><a href="#cgsm:-unit-systems-in-electromagnetism">CGSM: Unit Systems in Electromagnetism</a></li></ul></nav><div class="odoc-content"><p>Values of physical constants CGS &lt; MKS &lt; SI. Read wikipedia on CGS and SI system for more details.</p><p>International System of Units (French: Système international d'unités, SI), historically also called the MKSA system of units for metre–kilogram–second–ampere.</p><p>The SI system of units extends the MKS system and has 7 base units, by expressing any measurement of physical quantities using fundamental units of Length, Mass, Time, Electric Current, Thermodynamic Temperature, Amount of substance and Luminous Intensity, which are Metre, Kilogram, Second, Ampere, Kelvin, Mole and Candela respectively.</p><p>http://www.npl.co.uk/upload/pdf/units-of-measurement-poster.pdf</p><h6 id="maths-constants"><a href="#maths-constants" class="anchor"></a>Maths constants</h6><div class="odoc-spec"><div class="spec value anchored" id="val-e"><a href="#val-e" class="anchor"></a><code><span><span class="keyword">val</span> e : float</span></code></div><div class="spec-doc"><p>e = 2.718281828459045235360287471352662498</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-euler"><a href="#val-euler" class="anchor"></a><code><span><span class="keyword">val</span> euler : float</span></code></div><div class="spec-doc"><p>euler = 0.577215664901532860606512090082402431</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2e"><a href="#val-log2e" class="anchor"></a><code><span><span class="keyword">val</span> log2e : float</span></code></div><div class="spec-doc"><p>log2e = 1.442695040888963407359924681001892137</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10e"><a href="#val-log10e" class="anchor"></a><code><span><span class="keyword">val</span> log10e : float</span></code></div><div class="spec-doc"><p>log10e = 0.434294481903251827651128918916605082</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-loge2"><a href="#val-loge2" class="anchor"></a><code><span><span class="keyword">val</span> loge2 : float</span></code></div><div class="spec-doc"><p>loge2 = 0.693147180559945309417232121458176568</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-loge10"><a href="#val-loge10" class="anchor"></a><code><span><span class="keyword">val</span> loge10 : float</span></code></div><div class="spec-doc"><p>loge10 = 2.302585092994045684017991454684364208</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logepi"><a href="#val-logepi" class="anchor"></a><code><span><span class="keyword">val</span> logepi : float</span></code></div><div class="spec-doc"><p>logepi = 1.144729885849400174143427351353058711</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt1_2"><a href="#val-sqrt1_2" class="anchor"></a><code><span><span class="keyword">val</span> sqrt1_2 : float</span></code></div><div class="spec-doc"><p>sqrt1_2 = 0.707106781186547524400844362104849039</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt2"><a href="#val-sqrt2" class="anchor"></a><code><span><span class="keyword">val</span> sqrt2 : float</span></code></div><div class="spec-doc"><p>sqrt2 = 1.414213562373095048801688724209698079</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt3"><a href="#val-sqrt3" class="anchor"></a><code><span><span class="keyword">val</span> sqrt3 : float</span></code></div><div class="spec-doc"><p>sqrt3 = 1.732050807568877293527446341505872366</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrtpi"><a href="#val-sqrtpi" class="anchor"></a><code><span><span class="keyword">val</span> sqrtpi : float</span></code></div><div class="spec-doc"><p>sqrtpi = 1.772453850905516027298167483341145182</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pi"><a href="#val-pi" class="anchor"></a><code><span><span class="keyword">val</span> pi : float</span></code></div><div class="spec-doc"><p>pi = 3.141592653589793238462643383279502884</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pi2"><a href="#val-pi2" class="anchor"></a><code><span><span class="keyword">val</span> pi2 : float</span></code></div><div class="spec-doc"><p>pi2 = 6.283185307179586476925286766559005768</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pi4"><a href="#val-pi4" class="anchor"></a><code><span><span class="keyword">val</span> pi4 : float</span></code></div><div class="spec-doc"><p>pi4 = 12.56637061435917295385057353311801153</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pi_2"><a href="#val-pi_2" class="anchor"></a><code><span><span class="keyword">val</span> pi_2 : float</span></code></div><div class="spec-doc"><p>pi_2 = 1.570796326794896619231321691639751442</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pi_4"><a href="#val-pi_4" class="anchor"></a><code><span><span class="keyword">val</span> pi_4 : float</span></code></div><div class="spec-doc"><p>pi_4 = 0.785398163397448309615660845819875721</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eps"><a href="#val-eps" class="anchor"></a><code><span><span class="keyword">val</span> eps : float</span></code></div><div class="spec-doc"><p>eps = 1e-15</p></div></div><h6 id="constants-depending-on-bigarray-kind"><a href="#constants-depending-on-bigarray-kind" class="anchor"></a>Constants depending on Bigarray kind</h6><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>zero kind</code> returns value zero of the given number type <code>kind</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one"><a href="#val-one" class="anchor"></a><code><span><span class="keyword">val</span> one : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>one kind</code> returns value one of the given number type <code>kind</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg_one"><a href="#val-neg_one" class="anchor"></a><code><span><span class="keyword">val</span> neg_one : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>neg_one kind</code> returns negative one of the given number type <code>kind</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pos_inf"><a href="#val-pos_inf" class="anchor"></a><code><span><span class="keyword">val</span> pos_inf : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>pos_inf kind</code> returns positive infinity of the given number type <code>kind</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg_inf"><a href="#val-neg_inf" class="anchor"></a><code><span><span class="keyword">val</span> neg_inf : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>neg_inf kind</code> returns negative infinity of the given number type <code>kind</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_float32"><a href="#val-min_float32" class="anchor"></a><code><span><span class="keyword">val</span> min_float32 : float</span></code></div><div class="spec-doc"><p>Miminum value of single precision float number, i.e. ~-.340282346638528859811704183484516925440.0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_float32"><a href="#val-max_float32" class="anchor"></a><code><span><span class="keyword">val</span> max_float32 : float</span></code></div><div class="spec-doc"><p>Maximum value of single precision float number, i.e. 340282346638528859811704183484516925440.0</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_float64"><a href="#val-min_float64" class="anchor"></a><code><span><span class="keyword">val</span> min_float64 : float</span></code></div><div class="spec-doc"><p>Miminum value of double precision float number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_float64"><a href="#val-max_float64" class="anchor"></a><code><span><span class="keyword">val</span> max_float64 : float</span></code></div><div class="spec-doc"><p>Maximum value of double precision float number.</p></div></div><h6 id="unit-prefixes"><a href="#unit-prefixes" class="anchor"></a>Unit prefixes</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Prefix"><a href="#module-Prefix" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Prefix/index.html">Prefix</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="si:-international-system-of-units"><a href="#si:-international-system-of-units" class="anchor"></a>SI: International System of Units</h6><div class="odoc-spec"><div class="spec module anchored" id="module-SI"><a href="#module-SI" class="anchor"></a><code><span><span class="keyword">module</span> <a href="SI/index.html">SI</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="mks:-mks-system-of-units"><a href="#mks:-mks-system-of-units" class="anchor"></a>MKS: MKS system of units</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MKS"><a href="#module-MKS" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MKS/index.html">MKS</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="cgs:-centimetre–gram–second-system-of-units"><a href="#cgs:-centimetre–gram–second-system-of-units" class="anchor"></a>CGS: Centimetre–gram–second system of units</h6><div class="odoc-spec"><div class="spec module anchored" id="module-CGS"><a href="#module-CGS" class="anchor"></a><code><span><span class="keyword">module</span> <a href="CGS/index.html">CGS</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="cgsm:-unit-systems-in-electromagnetism"><a href="#cgsm:-unit-systems-in-electromagnetism" class="anchor"></a>CGSM: Unit Systems in Electromagnetism</h6><div class="odoc-spec"><div class="spec module anchored" id="module-CGSM"><a href="#module-CGSM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="CGSM/index.html">CGSM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_countmin_sketch/Make/argument-1-T/index.html b/docs/owl-base/Owl_countmin_sketch/Make/argument-1-T/index.html
index d470e2a82..307a9bb09 100644
--- a/docs/owl-base/Owl_countmin_sketch/Make/argument-1-T/index.html
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>T (owl-base.Owl_countmin_sketch.Make.T)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_countmin_sketch</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; T</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.T</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>The type of count-min tables</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>init l w</code> generates a table with length <code>l</code> and width <code>w</code>, all counters initialized to 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr i j t</code> increments the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>get i j t</code> gets the value of the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clone"><a href="#val-clone" class="anchor"></a><code><span><span class="keyword">val</span> clone : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>clone t</code> returns a new table with the same contents as <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>merge t1 t2</code> merges tables <code>t1</code> and <code>t2</code> element-wise. If <code>t1</code> and <code>t2</code> have the same dimensions, returns a new table whose elements are the sums of corresponding elements from <code>t1</code> and <code>t2</code>. If dimensions do not match, raises <code>INVALID_ARGUMENT</code>.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>T (owl-base.Owl_countmin_sketch.Make.T)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_countmin_sketch</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; T</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.T</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>The type of count-min tables</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>init l w</code> generates a table with length <code>l</code> and width <code>w</code>, all counters initialized to 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr i j t</code> increments the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>get i j t</code> gets the value of the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clone"><a href="#val-clone" class="anchor"></a><code><span><span class="keyword">val</span> clone : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>clone t</code> returns a new table with the same contents as <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>merge t1 t2</code> merges tables <code>t1</code> and <code>t2</code> element-wise. If <code>t1</code> and <code>t2</code> have the same dimensions, returns a new table whose elements are the sums of corresponding elements from <code>t1</code> and <code>t2</code>. If dimensions do not match, raises <code>INVALID_ARGUMENT</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_countmin_sketch/Make/index.html b/docs/owl-base/Owl_countmin_sketch/Make/index.html
index 53ca53348..9a03d0ff4 100644
--- a/docs/owl-base/Owl_countmin_sketch/Make/index.html
+++ b/docs/owl-base/Owl_countmin_sketch/Make/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_countmin_sketch.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_sketch</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_sketch.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-T"><a href="#argument-1-T" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-T/index.html">T</a></span><span> : <a href="../../Owl_countmin_table/module-type-Sig/index.html">Owl_countmin_table.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-sketch"><a href="#type-sketch" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a sketch</span></span></code></div><div class="spec-doc"><p>The type of Count-Min sketches</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init epsilon delta</code> initializes a sketch with approximation ratio <code>(1 + epsilon)</code> and failure probability <code>delta</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr s x</code> increments the frequency count of <code>x</code> in sketch <code>s</code> in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>count s x</code> returns the estimated frequency of element <code>x</code> in <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_from"><a href="#val-init_from" class="anchor"></a><code><span><span class="keyword">val</span> init_from : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init_from s</code> initializes a new empty sketch with the same parameters as <code>s</code>, which can later be merged with <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>merge s1 s2</code> returns a new sketch whose counts are the sum of those in <code>s1</code> and <code>s2</code>. Raises <code>INVALID_ARGUMENT</code> if the parameters of <code>s1</code> and <code>s2</code> do not match.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_countmin_sketch.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_sketch</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_sketch.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-T"><a href="#argument-1-T" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-T/index.html">T</a></span><span> : <a href="../../Owl_countmin_table/module-type-Sig/index.html">Owl_countmin_table.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-sketch"><a href="#type-sketch" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a sketch</span></span></code></div><div class="spec-doc"><p>The type of Count-Min sketches</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init epsilon delta</code> initializes a sketch with approximation ratio <code>(1 + epsilon)</code> and failure probability <code>delta</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr s x</code> increments the frequency count of <code>x</code> in sketch <code>s</code> in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>count s x</code> returns the estimated frequency of element <code>x</code> in <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_from"><a href="#val-init_from" class="anchor"></a><code><span><span class="keyword">val</span> init_from : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init_from s</code> initializes a new empty sketch with the same parameters as <code>s</code>, which can later be merged with <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>merge s1 s2</code> returns a new sketch whose counts are the sum of those in <code>s1</code> and <code>s2</code>. Raises <code>INVALID_ARGUMENT</code> if the parameters of <code>s1</code> and <code>s2</code> do not match.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_countmin_sketch/Native/index.html b/docs/owl-base/Owl_countmin_sketch/Native/index.html
index cbd74b5c6..1666d6cad 100644
--- a/docs/owl-base/Owl_countmin_sketch/Native/index.html
+++ b/docs/owl-base/Owl_countmin_sketch/Native/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Native (owl-base.Owl_countmin_sketch.Native)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_sketch</a> &#x00BB; Native</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_sketch.Native</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-sketch"><a href="#type-sketch" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a sketch</span></span><span> = <span><span class="type-var">'a</span> <a href="../Make/index.html#type-sketch">Make(Owl_countmin_table.Native).sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_from"><a href="#val-init_from" class="anchor"></a><code><span><span class="keyword">val</span> init_from : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Native (owl-base.Owl_countmin_sketch.Native)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_sketch</a> &#x00BB; Native</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_sketch.Native</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-sketch"><a href="#type-sketch" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a sketch</span></span><span> = <span><span class="type-var">'a</span> <a href="../Make/index.html#type-sketch">Make(Owl_countmin_table.Native).sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_from"><a href="#val-init_from" class="anchor"></a><code><span><span class="keyword">val</span> init_from : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_countmin_sketch/Owl/index.html b/docs/owl-base/Owl_countmin_sketch/Owl/index.html
index 25f51ac5e..d30e00a24 100644
--- a/docs/owl-base/Owl_countmin_sketch/Owl/index.html
+++ b/docs/owl-base/Owl_countmin_sketch/Owl/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl (owl-base.Owl_countmin_sketch.Owl)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_sketch</a> &#x00BB; Owl</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_sketch.Owl</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-sketch"><a href="#type-sketch" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a sketch</span></span><span> = <span><span class="type-var">'a</span> <a href="../Make/index.html#type-sketch">Make(Owl_countmin_table.Owl).sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_from"><a href="#val-init_from" class="anchor"></a><code><span><span class="keyword">val</span> init_from : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl (owl-base.Owl_countmin_sketch.Owl)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_sketch</a> &#x00BB; Owl</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_sketch.Owl</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-sketch"><a href="#type-sketch" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a sketch</span></span><span> = <span><span class="type-var">'a</span> <a href="../Make/index.html#type-sketch">Make(Owl_countmin_table.Owl).sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_from"><a href="#val-init_from" class="anchor"></a><code><span><span class="keyword">val</span> init_from : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_countmin_sketch/index.html b/docs/owl-base/Owl_countmin_sketch/index.html
index 7bebe97b3..912708b03 100644
--- a/docs/owl-base/Owl_countmin_sketch/index.html
+++ b/docs/owl-base/Owl_countmin_sketch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_countmin_sketch (owl-base.Owl_countmin_sketch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_countmin_sketch</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_sketch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-T/index.html">T</a> : <a href="../Owl_countmin_table/module-type-Sig/index.html">Owl_countmin_table.Sig</a>) : <a href="../Owl_countmin_sketch_sig/module-type-Sig/index.html">Owl_countmin_sketch_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Native"><a href="#module-Native" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Native/index.html">Native</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Owl"><a href="#module-Owl" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Owl/index.html">Owl</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_countmin_sketch (owl-base.Owl_countmin_sketch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_countmin_sketch</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_sketch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-T/index.html">T</a> : <a href="../Owl_countmin_table/module-type-Sig/index.html">Owl_countmin_table.Sig</a>) : <a href="../Owl_countmin_sketch_sig/module-type-Sig/index.html">Owl_countmin_sketch_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Native"><a href="#module-Native" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Native/index.html">Native</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Owl"><a href="#module-Owl" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Owl/index.html">Owl</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_countmin_sketch_sig/index.html b/docs/owl-base/Owl_countmin_sketch_sig/index.html
index 4fa5a1308..1f9902921 100644
--- a/docs/owl-base/Owl_countmin_sketch_sig/index.html
+++ b/docs/owl-base/Owl_countmin_sketch_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_countmin_sketch_sig (owl-base.Owl_countmin_sketch_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_countmin_sketch_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_sketch_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_countmin_sketch_sig (owl-base.Owl_countmin_sketch_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_countmin_sketch_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_sketch_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_countmin_sketch_sig/module-type-Sig/index.html b/docs/owl-base/Owl_countmin_sketch_sig/module-type-Sig/index.html
index 003a6f984..59f074238 100644
--- a/docs/owl-base/Owl_countmin_sketch_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_countmin_sketch_sig/module-type-Sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_countmin_sketch_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_sketch_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_countmin_sketch_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-sketch"><a href="#type-sketch" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a sketch</span></span></code></div><div class="spec-doc"><p>The type of Count-Min sketches</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init epsilon delta</code> initializes a sketch with approximation ratio <code>(1 + epsilon)</code> and failure probability <code>delta</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr s x</code> increments the frequency count of <code>x</code> in sketch <code>s</code> in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>count s x</code> returns the estimated frequency of element <code>x</code> in <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_from"><a href="#val-init_from" class="anchor"></a><code><span><span class="keyword">val</span> init_from : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init_from s</code> initializes a new empty sketch with the same parameters as <code>s</code>, which can later be merged with <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>merge s1 s2</code> returns a new sketch whose counts are the sum of those in <code>s1</code> and <code>s2</code>. Raises <code>INVALID_ARGUMENT</code> if the parameters of <code>s1</code> and <code>s2</code> do not match.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_countmin_sketch_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_sketch_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_countmin_sketch_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-sketch"><a href="#type-sketch" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a sketch</span></span></code></div><div class="spec-doc"><p>The type of Count-Min sketches</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init epsilon delta</code> initializes a sketch with approximation ratio <code>(1 + epsilon)</code> and failure probability <code>delta</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr s x</code> increments the frequency count of <code>x</code> in sketch <code>s</code> in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>count s x</code> returns the estimated frequency of element <code>x</code> in <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_from"><a href="#val-init_from" class="anchor"></a><code><span><span class="keyword">val</span> init_from : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init_from s</code> initializes a new empty sketch with the same parameters as <code>s</code>, which can later be merged with <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>merge s1 s2</code> returns a new sketch whose counts are the sum of those in <code>s1</code> and <code>s2</code>. Raises <code>INVALID_ARGUMENT</code> if the parameters of <code>s1</code> and <code>s2</code> do not match.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_countmin_table/Native/index.html b/docs/owl-base/Owl_countmin_table/Native/index.html
index 4ea7ba795..1261dc371 100644
--- a/docs/owl-base/Owl_countmin_table/Native/index.html
+++ b/docs/owl-base/Owl_countmin_table/Native/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Native (owl-base.Owl_countmin_table.Native)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_table</a> &#x00BB; Native</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_table.Native</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>The type of count-min tables</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>init l w</code> generates a table with length <code>l</code> and width <code>w</code>, all counters initialized to 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr i j t</code> increments the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>get i j t</code> gets the value of the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clone"><a href="#val-clone" class="anchor"></a><code><span><span class="keyword">val</span> clone : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>clone t</code> returns a new table with the same contents as <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>merge t1 t2</code> merges tables <code>t1</code> and <code>t2</code> element-wise. If <code>t1</code> and <code>t2</code> have the same dimensions, returns a new table whose elements are the sums of corresponding elements from <code>t1</code> and <code>t2</code>. If dimensions do not match, raises <code>INVALID_ARGUMENT</code>.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Native (owl-base.Owl_countmin_table.Native)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_table</a> &#x00BB; Native</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_table.Native</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>The type of count-min tables</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>init l w</code> generates a table with length <code>l</code> and width <code>w</code>, all counters initialized to 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr i j t</code> increments the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>get i j t</code> gets the value of the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clone"><a href="#val-clone" class="anchor"></a><code><span><span class="keyword">val</span> clone : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>clone t</code> returns a new table with the same contents as <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>merge t1 t2</code> merges tables <code>t1</code> and <code>t2</code> element-wise. If <code>t1</code> and <code>t2</code> have the same dimensions, returns a new table whose elements are the sums of corresponding elements from <code>t1</code> and <code>t2</code>. If dimensions do not match, raises <code>INVALID_ARGUMENT</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_countmin_table/Owl/index.html b/docs/owl-base/Owl_countmin_table/Owl/index.html
index 74ac3f0ca..4e7d16335 100644
--- a/docs/owl-base/Owl_countmin_table/Owl/index.html
+++ b/docs/owl-base/Owl_countmin_table/Owl/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl (owl-base.Owl_countmin_table.Owl)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_table</a> &#x00BB; Owl</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_table.Owl</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>The type of count-min tables</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>init l w</code> generates a table with length <code>l</code> and width <code>w</code>, all counters initialized to 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr i j t</code> increments the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>get i j t</code> gets the value of the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clone"><a href="#val-clone" class="anchor"></a><code><span><span class="keyword">val</span> clone : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>clone t</code> returns a new table with the same contents as <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>merge t1 t2</code> merges tables <code>t1</code> and <code>t2</code> element-wise. If <code>t1</code> and <code>t2</code> have the same dimensions, returns a new table whose elements are the sums of corresponding elements from <code>t1</code> and <code>t2</code>. If dimensions do not match, raises <code>INVALID_ARGUMENT</code>.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl (owl-base.Owl_countmin_table.Owl)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_table</a> &#x00BB; Owl</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_table.Owl</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>The type of count-min tables</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>init l w</code> generates a table with length <code>l</code> and width <code>w</code>, all counters initialized to 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr i j t</code> increments the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>get i j t</code> gets the value of the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clone"><a href="#val-clone" class="anchor"></a><code><span><span class="keyword">val</span> clone : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>clone t</code> returns a new table with the same contents as <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>merge t1 t2</code> merges tables <code>t1</code> and <code>t2</code> element-wise. If <code>t1</code> and <code>t2</code> have the same dimensions, returns a new table whose elements are the sums of corresponding elements from <code>t1</code> and <code>t2</code>. If dimensions do not match, raises <code>INVALID_ARGUMENT</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_countmin_table/index.html b/docs/owl-base/Owl_countmin_table/index.html
index 1379f7b52..7346f5d28 100644
--- a/docs/owl-base/Owl_countmin_table/index.html
+++ b/docs/owl-base/Owl_countmin_table/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_countmin_table (owl-base.Owl_countmin_table)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_countmin_table</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_table</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Native"><a href="#module-Native" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Native/index.html">Native</a></span><span> : <a href="module-type-Sig/index.html">Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Owl"><a href="#module-Owl" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Owl/index.html">Owl</a></span><span> : <a href="module-type-Sig/index.html">Sig</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_countmin_table (owl-base.Owl_countmin_table)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_countmin_table</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_countmin_table</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Native"><a href="#module-Native" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Native/index.html">Native</a></span><span> : <a href="module-type-Sig/index.html">Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Owl"><a href="#module-Owl" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Owl/index.html">Owl</a></span><span> : <a href="module-type-Sig/index.html">Sig</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_countmin_table/module-type-Sig/index.html b/docs/owl-base/Owl_countmin_table/module-type-Sig/index.html
index 6beb0ab72..52e8d854f 100644
--- a/docs/owl-base/Owl_countmin_table/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_countmin_table/module-type-Sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_countmin_table.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_table</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_countmin_table.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>The type of count-min tables</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>init l w</code> generates a table with length <code>l</code> and width <code>w</code>, all counters initialized to 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr i j t</code> increments the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>get i j t</code> gets the value of the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clone"><a href="#val-clone" class="anchor"></a><code><span><span class="keyword">val</span> clone : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>clone t</code> returns a new table with the same contents as <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>merge t1 t2</code> merges tables <code>t1</code> and <code>t2</code> element-wise. If <code>t1</code> and <code>t2</code> have the same dimensions, returns a new table whose elements are the sums of corresponding elements from <code>t1</code> and <code>t2</code>. If dimensions do not match, raises <code>INVALID_ARGUMENT</code>.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_countmin_table.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_countmin_table</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_countmin_table.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>The type of count-min tables</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>init l w</code> generates a table with length <code>l</code> and width <code>w</code>, all counters initialized to 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr i j t</code> increments the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>get i j t</code> gets the value of the counter at length index <code>i</code> and width index <code>j</code> in table <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clone"><a href="#val-clone" class="anchor"></a><code><span><span class="keyword">val</span> clone : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>clone t</code> returns a new table with the same contents as <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>merge t1 t2</code> merges tables <code>t1</code> and <code>t2</code> element-wise. If <code>t1</code> and <code>t2</code> have the same dimensions, returns a new table whose elements are the sums of corresponding elements from <code>t1</code> and <code>t2</code>. If dimensions do not match, raises <code>INVALID_ARGUMENT</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_dataframe/index.html b/docs/owl-base/Owl_dataframe/index.html
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dataframe (owl-base.Owl_dataframe)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_dataframe</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dataframe</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#packing-&amp;-unpacking-element">Packing &amp; unpacking element</a></li><li><a href="#packing-&amp;-unpacking-series">Packing &amp; unpacking series</a></li><li><a href="#obtain-properties">Obtain properties</a></li><li><a href="#basic-get-and-set-functions">Basic get and set functions</a></li><li><a href="#core-operations">Core operations</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#extended-indexing-operators">Extended indexing operators</a></li><li><a href="#io-&amp;-helper-functions">IO &amp; helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>Abstract dataframe type.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-series"><a href="#type-series" class="anchor"></a><code><span><span class="keyword">type</span> series</span><span> = </span></code><ol><li id="type-series.Bool_Series" class="def variant constructor anchored"><a href="#type-series.Bool_Series" class="anchor"></a><code><span>| </span><span><span class="constructor">Bool_Series</span> <span class="keyword">of</span> <span>bool array</span></span></code></li><li id="type-series.Int_Series" class="def variant constructor anchored"><a href="#type-series.Int_Series" class="anchor"></a><code><span>| </span><span><span class="constructor">Int_Series</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-series.Float_Series" class="def variant constructor anchored"><a href="#type-series.Float_Series" class="anchor"></a><code><span>| </span><span><span class="constructor">Float_Series</span> <span class="keyword">of</span> <span>float array</span></span></code></li><li id="type-series.String_Series" class="def variant constructor anchored"><a href="#type-series.String_Series" class="anchor"></a><code><span>| </span><span><span class="constructor">String_Series</span> <span class="keyword">of</span> <span>string array</span></span></code></li><li id="type-series.Any_Series" class="def variant constructor anchored"><a href="#type-series.Any_Series" class="anchor"></a><code><span>| </span><span><span class="constructor">Any_Series</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Abstract series type.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = </span></code><ol><li id="type-elt.Bool" class="def variant constructor anchored"><a href="#type-elt.Bool" class="anchor"></a><code><span>| </span><span><span class="constructor">Bool</span> <span class="keyword">of</span> bool</span></code></li><li id="type-elt.Int" class="def variant constructor anchored"><a href="#type-elt.Int" class="anchor"></a><code><span>| </span><span><span class="constructor">Int</span> <span class="keyword">of</span> int</span></code></li><li id="type-elt.Float" class="def variant constructor anchored"><a href="#type-elt.Float" class="anchor"></a><code><span>| </span><span><span class="constructor">Float</span> <span class="keyword">of</span> float</span></code></li><li id="type-elt.String" class="def variant constructor anchored"><a href="#type-elt.String" class="anchor"></a><code><span>| </span><span><span class="constructor">String</span> <span class="keyword">of</span> string</span></code></li><li id="type-elt.Any" class="def variant constructor anchored"><a href="#type-elt.Any" class="anchor"></a><code><span>| </span><span><span class="constructor">Any</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type of the elements in a series.</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="packing-&amp;-unpacking-element"><a href="#packing-&amp;-unpacking-element" class="anchor"></a>Packing &amp; unpacking element</h6><div class="odoc-spec"><div class="spec value anchored" id="val-pack_bool"><a href="#val-pack_bool" class="anchor"></a><code><span><span class="keyword">val</span> pack_bool : <span>bool <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>Pack the boolean value to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_int"><a href="#val-pack_int" class="anchor"></a><code><span><span class="keyword">val</span> pack_int : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>Pack the int value to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_float"><a href="#val-pack_float" class="anchor"></a><code><span><span class="keyword">val</span> pack_float : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>Pack the float value to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_string"><a href="#val-pack_string" class="anchor"></a><code><span><span class="keyword">val</span> pack_string : <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>Pack the string value to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_bool"><a href="#val-unpack_bool" class="anchor"></a><code><span><span class="keyword">val</span> unpack_bool : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Unpack <code>elt</code> type to boolean value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_int"><a href="#val-unpack_int" class="anchor"></a><code><span><span class="keyword">val</span> unpack_int : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Unpack <code>elt</code> type to int value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_float"><a href="#val-unpack_float" class="anchor"></a><code><span><span class="keyword">val</span> unpack_float : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Unpack <code>elt</code> type to float value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_string"><a href="#val-unpack_string" class="anchor"></a><code><span><span class="keyword">val</span> unpack_string : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Unpack <code>elt</code> type to string value.</p></div></div><h6 id="packing-&amp;-unpacking-series"><a href="#packing-&amp;-unpacking-series" class="anchor"></a>Packing &amp; unpacking series</h6><div class="odoc-spec"><div class="spec value anchored" id="val-pack_bool_series"><a href="#val-pack_bool_series" class="anchor"></a><code><span><span class="keyword">val</span> pack_bool_series : <span><span>bool array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p>Pack boolean array to <code>series</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_int_series"><a href="#val-pack_int_series" class="anchor"></a><code><span><span class="keyword">val</span> pack_int_series : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p>Pack int array to <code>series</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_float_series"><a href="#val-pack_float_series" class="anchor"></a><code><span><span class="keyword">val</span> pack_float_series : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p>Pack float array to <code>series</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_string_series"><a href="#val-pack_string_series" class="anchor"></a><code><span><span class="keyword">val</span> pack_string_series : <span><span>string array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p>Pack string array to <code>series</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_bool_series"><a href="#val-unpack_bool_series" class="anchor"></a><code><span><span class="keyword">val</span> unpack_bool_series : <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> <span>bool array</span></span></code></div><div class="spec-doc"><p>Unpack <code>series</code> type to boolean array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_int_series"><a href="#val-unpack_int_series" class="anchor"></a><code><span><span class="keyword">val</span> unpack_int_series : <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Unpack <code>series</code> type to int array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_float_series"><a href="#val-unpack_float_series" class="anchor"></a><code><span><span class="keyword">val</span> unpack_float_series : <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p>Unpack <code>series</code> type to float array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_string_series"><a href="#val-unpack_string_series" class="anchor"></a><code><span><span class="keyword">val</span> unpack_string_series : <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p>Unpack <code>series</code> type to string array.</p></div></div><h6 id="obtain-properties"><a href="#obtain-properties" class="anchor"></a>Obtain properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num x</code> returns the number of rows in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num x</code> returns the number of columns in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p><code>shape x</code> returns the shape of <code>x</code>, i.e. <code>(row numnber, column number)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel x</code> returns the number of elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-types"><a href="#val-types" class="anchor"></a><code><span><span class="keyword">val</span> types : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p><code>types x</code> returns the string representation of column types.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_heads"><a href="#val-get_heads" class="anchor"></a><code><span><span class="keyword">val</span> get_heads : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p><code>get_heads x</code> returns the column names of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_heads"><a href="#val-set_heads" class="anchor"></a><code><span><span class="keyword">val</span> set_heads : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>string array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_heads x head_names</code> sets <code>head_names</code> as the column names of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-id_to_head"><a href="#val-id_to_head" class="anchor"></a><code><span><span class="keyword">val</span> id_to_head : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>id_to_head head_name</code> converts head name to its corresponding column index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-head_to_id"><a href="#val-head_to_id" class="anchor"></a><code><span><span class="keyword">val</span> head_to_id : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>head_to_id i</code> converts column index <code>i</code> to its corresponding head name.</p></div></div><h6 id="basic-get-and-set-functions"><a href="#basic-get-and-set-functions" class="anchor"></a>Basic get and set functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p><code>get x i j</code> returns the element at <code>(i,j)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set x i j v</code> sets the value of element at <code>(i,j)</code> to <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_by_name"><a href="#val-get_by_name" class="anchor"></a><code><span><span class="keyword">val</span> get_by_name : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p><code>get_by_name x i head_name</code> is similar to <code>get</code> but uses column name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_by_name"><a href="#val-set_by_name" class="anchor"></a><code><span><span class="keyword">val</span> set_by_name : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_by_name x i head_name</code> is similar to <code>set</code> but uses column name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div><div class="spec-doc"><p><code>get_row x i</code> returns the ith row in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_col"><a href="#val-get_col" class="anchor"></a><code><span><span class="keyword">val</span> get_col : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p><code>get_col x i</code> returns the ith column in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_rows"><a href="#val-get_rows" class="anchor"></a><code><span><span class="keyword">val</span> get_rows : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>get_rows x a</code> returns the rows of <code>x</code> specified in <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_cols"><a href="#val-get_cols" class="anchor"></a><code><span><span class="keyword">val</span> get_cols : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-series">series</a> array</span></span></code></div><div class="spec-doc"><p><code>get_cols x a</code> returns the columns of <code>x</code> specified in <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_col_by_name"><a href="#val-get_col_by_name" class="anchor"></a><code><span><span class="keyword">val</span> get_col_by_name : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p><code>get_col_by_name</code> is similar to <code>get_col</code> but uses column name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_cols_by_name"><a href="#val-get_cols_by_name" class="anchor"></a><code><span><span class="keyword">val</span> get_cols_by_name : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>string array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-series">series</a> array</span></span></code></div><div class="spec-doc"><p><code>get_cols_by_name</code> is similar to <code>get_cols</code> but uses column names.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>get_slice s x</code> returns a slice of <code>x</code> defined by <code>s</code>. For more details, please refer to :doc:`owl_dense_ndarray_generic`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_by_name"><a href="#val-get_slice_by_name" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_by_name : <span><span>(<span>int list</span> * <span>string list</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>get_slice_by_name</code> is similar to <code>get_slice</code> but uses column name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-head"><a href="#val-head" class="anchor"></a><code><span><span class="keyword">val</span> head : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>head n x</code> returns top <code>n</code> rows of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tail"><a href="#val-tail" class="anchor"></a><code><span><span class="keyword">val</span> tail : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>tail n x</code> returns bottom <code>n</code> rows of <code>x</code>.</p></div></div><h6 id="core-operations"><a href="#core-operations" class="anchor"></a>Core operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="optlabel">?data</span>:<span><a href="#type-series">series</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>string array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>make ~data head_names</code> creates a dataframe with an array of series data and corresponding column names. If data is not passed in, the function will return an empty dataframe.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>copy x</code> returns a copy of dataframe <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_struct"><a href="#val-copy_struct" class="anchor"></a><code><span><span class="keyword">val</span> copy_struct : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>copy_struct x</code> only copies the structure of <code>x</code> with empty series.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset x</code> resets the dataframe <code>x</code> by setting all the time series to empty.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unique"><a href="#val-unique" class="anchor"></a><code><span><span class="keyword">val</span> unique : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p><code>unique x</code> removes the duplicates from the dataset and only returns the unique ones.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><span class="optlabel">?inc</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>sort ~inc x head</code> sorts the entries in the dataframe <code>x</code> according to the specified column by head name <code>head</code>. By default, <code>inc</code> equals <code>true</code>, indicating increasing order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_i"><a href="#val-min_i" class="anchor"></a><code><span><span class="keyword">val</span> min_i : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>min_i x head</code> returns the row index of the minimum value in the column specified by the <code>head</code> name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_i"><a href="#val-max_i" class="anchor"></a><code><span><span class="keyword">val</span> max_i : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>max_i x head</code> returns the row index of the maximum value in the column specified by the <code>head</code> name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-append_row"><a href="#val-append_row" class="anchor"></a><code><span><span class="keyword">val</span> append_row : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>append_row x row</code> appends a row to the dataframe <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-append_col"><a href="#val-append_col" class="anchor"></a><code><span><span class="keyword">val</span> append_col : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>append_col x col</code> appends a column to the dataframe <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-insert_row"><a href="#val-insert_row" class="anchor"></a><code><span><span class="keyword">val</span> insert_row : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>insert_row x i row</code> inserts one <code>row</code> with at position <code>i</code> into dataframe <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-insert_col"><a href="#val-insert_col" class="anchor"></a><code><span><span class="keyword">val</span> insert_col : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>insert_col x j col_head s</code> inserts series <code>s</code> with column head <code>col_head</code> at position <code>j</code> into dataframe <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove_row"><a href="#val-remove_row" class="anchor"></a><code><span><span class="keyword">val</span> remove_row : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>remove_row x i</code> removes the <code>ith</code> row of <code>x</code>. Negative index is accepted.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove_col"><a href="#val-remove_col" class="anchor"></a><code><span><span class="keyword">val</span> remove_col : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>remove_col x i</code> removes the <code>ith</code> column of <code>x</code>. Negative index is accepted.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>concat_horizontal x y</code> merges two dataframes <code>x</code> and <code>y</code>. Note that <code>x</code> and <code>y</code> must have the same number of rows, and each column name should be unique.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>concat_vertical x y</code> concatenates two dataframes by appending <code>y</code> to <code>x</code>. The two dataframes <code>x</code> and <code>y</code> must have the same number of columns and the same column names.</p></div></div><h6 id="iteration-functions"><a href="#iteration-functions" class="anchor"></a>Iteration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_row"><a href="#val-iteri_row" class="anchor"></a><code><span><span class="keyword">val</span> iteri_row : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>iteri_row f x</code> iterates the rows of <code>x</code> and applies <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter_row"><a href="#val-iter_row" class="anchor"></a><code><span><span class="keyword">val</span> iter_row : <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>iter_row</code> is similar to <code>iteri_row</code> without passing in row indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_row"><a href="#val-mapi_row" class="anchor"></a><code><span><span class="keyword">val</span> mapi_row : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>mapi_row f x</code> transforms current dataframe <code>x</code> to a new dataframe by applying function <code>f</code>. Note that the returned value of <code>f</code> must be consistent with <code>x</code> w.r.t to its length and type, otherwise runtime error will occur.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_row"><a href="#val-map_row" class="anchor"></a><code><span><span class="keyword">val</span> map_row : <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>map_row</code> is similar to <code>mapi_row</code> but without passing in row indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri_row"><a href="#val-filteri_row" class="anchor"></a><code><span><span class="keyword">val</span> filteri_row : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>filteri_row</code> creates a new dataframe from <code>x</code> by filtering out those rows which satisfy the condition <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter_row"><a href="#val-filter_row" class="anchor"></a><code><span><span class="keyword">val</span> filter_row : <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>filter_row</code> is similar to <code>filteri_row</code> without passing in row indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter_mapi_row"><a href="#val-filter_mapi_row" class="anchor"></a><code><span><span class="keyword">val</span> filter_mapi_row : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> option</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>filter_map_row f x</code> creates a new dataframe from <code>x</code> by applying <code>f</code> to each row. If <code>f</code> returns <code>None</code> then the row is excluded in the returned dataframe; if <code>f</code> returns <code>Some row</code> then the row is included.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter_map_row"><a href="#val-filter_map_row" class="anchor"></a><code><span><span class="keyword">val</span> filter_map_row : <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> option</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>filter_map_row</code> is similar to <code>filter_mapi_row</code> without passing in row indices.</p></div></div><h6 id="extended-indexing-operators"><a href="#extended-indexing-operators" class="anchor"></a>Extended indexing operators</h6><div class="odoc-spec"><div class="spec value anchored" id="val-(.%())"><a href="#val-(.%())" class="anchor"></a><code><span><span class="keyword">val</span> (.%()) : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(int * string)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>Extended indexing operator associated with <code>get_by_name</code> function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%()&lt;-)"><a href="#val-(.%()&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.%()&lt;-) : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(int * string)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Extended indexing operator associated with <code>set_by_name</code> function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.?())"><a href="#val-(.?())" class="anchor"></a><code><span><span class="keyword">val</span> (.?()) : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Extended indexing operator associated with <code>filter_row</code> function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.?()&lt;-)"><a href="#val-(.?()&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.?()&lt;-) : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Extended indexing operator associated with <code>filter_map_row</code> function. Given a dataframe <code>x</code>, <code>f</code> is used for filtering and <code>g</code> is used for transforming. In other words, <code>x.?(f) &lt;- g</code> means that if <code>f row</code> is <code>true</code> then <code>g row</code> is included in the returned dataframe.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.$())"><a href="#val-(.$())" class="anchor"></a><code><span><span class="keyword">val</span> (.$()) : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int list</span> * <span>string list</span>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Extended indexing operator associated with <code>get_slice_by_name</code> function.</p></div></div><h6 id="io-&amp;-helper-functions"><a href="#io-&amp;-helper-functions" class="anchor"></a>IO &amp; helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-of_csv"><a href="#val-of_csv" class="anchor"></a><code><span><span class="keyword">val</span> of_csv : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dataframe (owl-base.Owl_dataframe)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_dataframe</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dataframe</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#packing-&amp;-unpacking-element">Packing &amp; unpacking element</a></li><li><a href="#packing-&amp;-unpacking-series">Packing &amp; unpacking series</a></li><li><a href="#obtain-properties">Obtain properties</a></li><li><a href="#basic-get-and-set-functions">Basic get and set functions</a></li><li><a href="#core-operations">Core operations</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#extended-indexing-operators">Extended indexing operators</a></li><li><a href="#io-&amp;-helper-functions">IO &amp; helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>Abstract dataframe type.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-series"><a href="#type-series" class="anchor"></a><code><span><span class="keyword">type</span> series</span><span> = </span></code><ol><li id="type-series.Bool_Series" class="def variant constructor anchored"><a href="#type-series.Bool_Series" class="anchor"></a><code><span>| </span><span><span class="constructor">Bool_Series</span> <span class="keyword">of</span> <span>bool array</span></span></code></li><li id="type-series.Int_Series" class="def variant constructor anchored"><a href="#type-series.Int_Series" class="anchor"></a><code><span>| </span><span><span class="constructor">Int_Series</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-series.Float_Series" class="def variant constructor anchored"><a href="#type-series.Float_Series" class="anchor"></a><code><span>| </span><span><span class="constructor">Float_Series</span> <span class="keyword">of</span> <span>float array</span></span></code></li><li id="type-series.String_Series" class="def variant constructor anchored"><a href="#type-series.String_Series" class="anchor"></a><code><span>| </span><span><span class="constructor">String_Series</span> <span class="keyword">of</span> <span>string array</span></span></code></li><li id="type-series.Any_Series" class="def variant constructor anchored"><a href="#type-series.Any_Series" class="anchor"></a><code><span>| </span><span><span class="constructor">Any_Series</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Abstract series type.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = </span></code><ol><li id="type-elt.Bool" class="def variant constructor anchored"><a href="#type-elt.Bool" class="anchor"></a><code><span>| </span><span><span class="constructor">Bool</span> <span class="keyword">of</span> bool</span></code></li><li id="type-elt.Int" class="def variant constructor anchored"><a href="#type-elt.Int" class="anchor"></a><code><span>| </span><span><span class="constructor">Int</span> <span class="keyword">of</span> int</span></code></li><li id="type-elt.Float" class="def variant constructor anchored"><a href="#type-elt.Float" class="anchor"></a><code><span>| </span><span><span class="constructor">Float</span> <span class="keyword">of</span> float</span></code></li><li id="type-elt.String" class="def variant constructor anchored"><a href="#type-elt.String" class="anchor"></a><code><span>| </span><span><span class="constructor">String</span> <span class="keyword">of</span> string</span></code></li><li id="type-elt.Any" class="def variant constructor anchored"><a href="#type-elt.Any" class="anchor"></a><code><span>| </span><span><span class="constructor">Any</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type of the elements in a series.</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="packing-&amp;-unpacking-element"><a href="#packing-&amp;-unpacking-element" class="anchor"></a>Packing &amp; unpacking element</h6><div class="odoc-spec"><div class="spec value anchored" id="val-pack_bool"><a href="#val-pack_bool" class="anchor"></a><code><span><span class="keyword">val</span> pack_bool : <span>bool <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>Pack the boolean value to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_int"><a href="#val-pack_int" class="anchor"></a><code><span><span class="keyword">val</span> pack_int : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>Pack the int value to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_float"><a href="#val-pack_float" class="anchor"></a><code><span><span class="keyword">val</span> pack_float : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>Pack the float value to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_string"><a href="#val-pack_string" class="anchor"></a><code><span><span class="keyword">val</span> pack_string : <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>Pack the string value to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_bool"><a href="#val-unpack_bool" class="anchor"></a><code><span><span class="keyword">val</span> unpack_bool : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Unpack <code>elt</code> type to boolean value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_int"><a href="#val-unpack_int" class="anchor"></a><code><span><span class="keyword">val</span> unpack_int : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Unpack <code>elt</code> type to int value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_float"><a href="#val-unpack_float" class="anchor"></a><code><span><span class="keyword">val</span> unpack_float : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Unpack <code>elt</code> type to float value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_string"><a href="#val-unpack_string" class="anchor"></a><code><span><span class="keyword">val</span> unpack_string : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Unpack <code>elt</code> type to string value.</p></div></div><h6 id="packing-&amp;-unpacking-series"><a href="#packing-&amp;-unpacking-series" class="anchor"></a>Packing &amp; unpacking series</h6><div class="odoc-spec"><div class="spec value anchored" id="val-pack_bool_series"><a href="#val-pack_bool_series" class="anchor"></a><code><span><span class="keyword">val</span> pack_bool_series : <span><span>bool array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p>Pack boolean array to <code>series</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_int_series"><a href="#val-pack_int_series" class="anchor"></a><code><span><span class="keyword">val</span> pack_int_series : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p>Pack int array to <code>series</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_float_series"><a href="#val-pack_float_series" class="anchor"></a><code><span><span class="keyword">val</span> pack_float_series : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p>Pack float array to <code>series</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_string_series"><a href="#val-pack_string_series" class="anchor"></a><code><span><span class="keyword">val</span> pack_string_series : <span><span>string array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p>Pack string array to <code>series</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_bool_series"><a href="#val-unpack_bool_series" class="anchor"></a><code><span><span class="keyword">val</span> unpack_bool_series : <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> <span>bool array</span></span></code></div><div class="spec-doc"><p>Unpack <code>series</code> type to boolean array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_int_series"><a href="#val-unpack_int_series" class="anchor"></a><code><span><span class="keyword">val</span> unpack_int_series : <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Unpack <code>series</code> type to int array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_float_series"><a href="#val-unpack_float_series" class="anchor"></a><code><span><span class="keyword">val</span> unpack_float_series : <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p>Unpack <code>series</code> type to float array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_string_series"><a href="#val-unpack_string_series" class="anchor"></a><code><span><span class="keyword">val</span> unpack_string_series : <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p>Unpack <code>series</code> type to string array.</p></div></div><h6 id="obtain-properties"><a href="#obtain-properties" class="anchor"></a>Obtain properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num x</code> returns the number of rows in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num x</code> returns the number of columns in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p><code>shape x</code> returns the shape of <code>x</code>, i.e. <code>(row numnber, column number)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel x</code> returns the number of elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-types"><a href="#val-types" class="anchor"></a><code><span><span class="keyword">val</span> types : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p><code>types x</code> returns the string representation of column types.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_heads"><a href="#val-get_heads" class="anchor"></a><code><span><span class="keyword">val</span> get_heads : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p><code>get_heads x</code> returns the column names of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_heads"><a href="#val-set_heads" class="anchor"></a><code><span><span class="keyword">val</span> set_heads : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>string array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_heads x head_names</code> sets <code>head_names</code> as the column names of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-id_to_head"><a href="#val-id_to_head" class="anchor"></a><code><span><span class="keyword">val</span> id_to_head : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>id_to_head head_name</code> converts head name to its corresponding column index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-head_to_id"><a href="#val-head_to_id" class="anchor"></a><code><span><span class="keyword">val</span> head_to_id : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>head_to_id i</code> converts column index <code>i</code> to its corresponding head name.</p></div></div><h6 id="basic-get-and-set-functions"><a href="#basic-get-and-set-functions" class="anchor"></a>Basic get and set functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p><code>get x i j</code> returns the element at <code>(i,j)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set x i j v</code> sets the value of element at <code>(i,j)</code> to <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_by_name"><a href="#val-get_by_name" class="anchor"></a><code><span><span class="keyword">val</span> get_by_name : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p><code>get_by_name x i head_name</code> is similar to <code>get</code> but uses column name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_by_name"><a href="#val-set_by_name" class="anchor"></a><code><span><span class="keyword">val</span> set_by_name : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_by_name x i head_name</code> is similar to <code>set</code> but uses column name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div><div class="spec-doc"><p><code>get_row x i</code> returns the ith row in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_col"><a href="#val-get_col" class="anchor"></a><code><span><span class="keyword">val</span> get_col : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p><code>get_col x i</code> returns the ith column in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_rows"><a href="#val-get_rows" class="anchor"></a><code><span><span class="keyword">val</span> get_rows : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>get_rows x a</code> returns the rows of <code>x</code> specified in <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_cols"><a href="#val-get_cols" class="anchor"></a><code><span><span class="keyword">val</span> get_cols : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-series">series</a> array</span></span></code></div><div class="spec-doc"><p><code>get_cols x a</code> returns the columns of <code>x</code> specified in <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_col_by_name"><a href="#val-get_col_by_name" class="anchor"></a><code><span><span class="keyword">val</span> get_col_by_name : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p><code>get_col_by_name</code> is similar to <code>get_col</code> but uses column name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_cols_by_name"><a href="#val-get_cols_by_name" class="anchor"></a><code><span><span class="keyword">val</span> get_cols_by_name : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>string array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-series">series</a> array</span></span></code></div><div class="spec-doc"><p><code>get_cols_by_name</code> is similar to <code>get_cols</code> but uses column names.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>get_slice s x</code> returns a slice of <code>x</code> defined by <code>s</code>. For more details, please refer to :doc:`owl_dense_ndarray_generic`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_by_name"><a href="#val-get_slice_by_name" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_by_name : <span><span>(<span>int list</span> * <span>string list</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>get_slice_by_name</code> is similar to <code>get_slice</code> but uses column name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-head"><a href="#val-head" class="anchor"></a><code><span><span class="keyword">val</span> head : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>head n x</code> returns top <code>n</code> rows of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tail"><a href="#val-tail" class="anchor"></a><code><span><span class="keyword">val</span> tail : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>tail n x</code> returns bottom <code>n</code> rows of <code>x</code>.</p></div></div><h6 id="core-operations"><a href="#core-operations" class="anchor"></a>Core operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="optlabel">?data</span>:<span><a href="#type-series">series</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>string array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>make ~data head_names</code> creates a dataframe with an array of series data and corresponding column names. If data is not passed in, the function will return an empty dataframe.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>copy x</code> returns a copy of dataframe <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_struct"><a href="#val-copy_struct" class="anchor"></a><code><span><span class="keyword">val</span> copy_struct : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>copy_struct x</code> only copies the structure of <code>x</code> with empty series.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset x</code> resets the dataframe <code>x</code> by setting all the time series to empty.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unique"><a href="#val-unique" class="anchor"></a><code><span><span class="keyword">val</span> unique : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-series">series</a></span></code></div><div class="spec-doc"><p><code>unique x</code> removes the duplicates from the dataset and only returns the unique ones.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><span class="optlabel">?inc</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>sort ~inc x head</code> sorts the entries in the dataframe <code>x</code> according to the specified column by head name <code>head</code>. By default, <code>inc</code> equals <code>true</code>, indicating increasing order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_i"><a href="#val-min_i" class="anchor"></a><code><span><span class="keyword">val</span> min_i : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>min_i x head</code> returns the row index of the minimum value in the column specified by the <code>head</code> name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_i"><a href="#val-max_i" class="anchor"></a><code><span><span class="keyword">val</span> max_i : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>max_i x head</code> returns the row index of the maximum value in the column specified by the <code>head</code> name.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-append_row"><a href="#val-append_row" class="anchor"></a><code><span><span class="keyword">val</span> append_row : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>append_row x row</code> appends a row to the dataframe <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-append_col"><a href="#val-append_col" class="anchor"></a><code><span><span class="keyword">val</span> append_col : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>append_col x col</code> appends a column to the dataframe <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-insert_row"><a href="#val-insert_row" class="anchor"></a><code><span><span class="keyword">val</span> insert_row : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>insert_row x i row</code> inserts one <code>row</code> with at position <code>i</code> into dataframe <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-insert_col"><a href="#val-insert_col" class="anchor"></a><code><span><span class="keyword">val</span> insert_col : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-series">series</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>insert_col x j col_head s</code> inserts series <code>s</code> with column head <code>col_head</code> at position <code>j</code> into dataframe <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove_row"><a href="#val-remove_row" class="anchor"></a><code><span><span class="keyword">val</span> remove_row : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>remove_row x i</code> removes the <code>ith</code> row of <code>x</code>. Negative index is accepted.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove_col"><a href="#val-remove_col" class="anchor"></a><code><span><span class="keyword">val</span> remove_col : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>remove_col x i</code> removes the <code>ith</code> column of <code>x</code>. Negative index is accepted.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>concat_horizontal x y</code> merges two dataframes <code>x</code> and <code>y</code>. Note that <code>x</code> and <code>y</code> must have the same number of rows, and each column name should be unique.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>concat_vertical x y</code> concatenates two dataframes by appending <code>y</code> to <code>x</code>. The two dataframes <code>x</code> and <code>y</code> must have the same number of columns and the same column names.</p></div></div><h6 id="iteration-functions"><a href="#iteration-functions" class="anchor"></a>Iteration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_row"><a href="#val-iteri_row" class="anchor"></a><code><span><span class="keyword">val</span> iteri_row : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>iteri_row f x</code> iterates the rows of <code>x</code> and applies <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter_row"><a href="#val-iter_row" class="anchor"></a><code><span><span class="keyword">val</span> iter_row : <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>iter_row</code> is similar to <code>iteri_row</code> without passing in row indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_row"><a href="#val-mapi_row" class="anchor"></a><code><span><span class="keyword">val</span> mapi_row : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>mapi_row f x</code> transforms current dataframe <code>x</code> to a new dataframe by applying function <code>f</code>. Note that the returned value of <code>f</code> must be consistent with <code>x</code> w.r.t to its length and type, otherwise runtime error will occur.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_row"><a href="#val-map_row" class="anchor"></a><code><span><span class="keyword">val</span> map_row : <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>map_row</code> is similar to <code>mapi_row</code> but without passing in row indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri_row"><a href="#val-filteri_row" class="anchor"></a><code><span><span class="keyword">val</span> filteri_row : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>filteri_row</code> creates a new dataframe from <code>x</code> by filtering out those rows which satisfy the condition <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter_row"><a href="#val-filter_row" class="anchor"></a><code><span><span class="keyword">val</span> filter_row : <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>filter_row</code> is similar to <code>filteri_row</code> without passing in row indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter_mapi_row"><a href="#val-filter_mapi_row" class="anchor"></a><code><span><span class="keyword">val</span> filter_mapi_row : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> option</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>filter_map_row f x</code> creates a new dataframe from <code>x</code> by applying <code>f</code> to each row. If <code>f</code> returns <code>None</code> then the row is excluded in the returned dataframe; if <code>f</code> returns <code>Some row</code> then the row is included.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter_map_row"><a href="#val-filter_map_row" class="anchor"></a><code><span><span class="keyword">val</span> filter_map_row : <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> option</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>filter_map_row</code> is similar to <code>filter_mapi_row</code> without passing in row indices.</p></div></div><h6 id="extended-indexing-operators"><a href="#extended-indexing-operators" class="anchor"></a>Extended indexing operators</h6><div class="odoc-spec"><div class="spec value anchored" id="val-(.%())"><a href="#val-(.%())" class="anchor"></a><code><span><span class="keyword">val</span> (.%()) : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(int * string)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>Extended indexing operator associated with <code>get_by_name</code> function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%()&lt;-)"><a href="#val-(.%()&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.%()&lt;-) : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(int * string)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Extended indexing operator associated with <code>set_by_name</code> function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.?())"><a href="#val-(.?())" class="anchor"></a><code><span><span class="keyword">val</span> (.?()) : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Extended indexing operator associated with <code>filter_row</code> function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.?()&lt;-)"><a href="#val-(.?()&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.?()&lt;-) : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Extended indexing operator associated with <code>filter_map_row</code> function. Given a dataframe <code>x</code>, <code>f</code> is used for filtering and <code>g</code> is used for transforming. In other words, <code>x.?(f) &lt;- g</code> means that if <code>f row</code> is <code>true</code> then <code>g row</code> is included in the returned dataframe.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.$())"><a href="#val-(.$())" class="anchor"></a><code><span><span class="keyword">val</span> (.$()) : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int list</span> * <span>string list</span>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Extended indexing operator associated with <code>get_slice_by_name</code> function.</p></div></div><h6 id="io-&amp;-helper-functions"><a href="#io-&amp;-helper-functions" class="anchor"></a>IO &amp; helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-of_csv"><a href="#val-of_csv" class="anchor"></a><code><span><span class="keyword">val</span> of_csv : 
   <span><span class="optlabel">?sep</span>:char <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?head</span>:<span>string array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?types</span>:<span>string array</span> <span class="arrow">&#45;&gt;</span></span>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_exception (owl-base.Owl_exception)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_exception</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_exception</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-function">Core function</a></li><li><a href="#exception-definition">Exception definition</a></li></ul></nav><div class="odoc-content"><h6 id="core-function"><a href="#core-function" class="anchor"></a>Core function</h6><div class="odoc-spec"><div class="spec value anchored" id="val-check"><a href="#val-check" class="anchor"></a><code><span><span class="keyword">val</span> check : <span>bool <span class="arrow">&#45;&gt;</span></span> <span>exn <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>check p e</code> raises the exception <code>e</code> if the predicate <code>p</code> is <code>false</code>, otherwise returns <code>unit</code>.</p><p>Parameters: * <code>p</code>: predicate to check. * <code>e</code>: exception to raise.</p><p>Returns: * <code>unit</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-verify"><a href="#val-verify" class="anchor"></a><code><span><span class="keyword">val</span> verify : <span>bool <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>unit <span class="arrow">&#45;&gt;</span></span> exn)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>verify p f</code> calls the function <code>f</code> which further raises an exception if the predicate <code>p</code> is <code>false</code>, otherwise returns <code>unit</code>.</p><p>Parameters: * <code>p</code>: predicate to check. * <code>f</code>: function to raise the exception.</p><p>Returns: * <code>unit</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span>exn <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>to_string e</code> converts an exception into a string containing more detailed information for debugging the code.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_exception"><a href="#val-pp_exception" class="anchor"></a><code><span><span class="keyword">val</span> pp_exception : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span>exn <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pp_exception</code> is the pretty printer for Owl exceptions.</p></div></div><h6 id="exception-definition"><a href="#exception-definition" class="anchor"></a>Exception definition</h6><div class="odoc-spec"><div class="spec exception anchored" id="exception-CONV_INVALID_ARGUMENT"><a href="#exception-CONV_INVALID_ARGUMENT" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">CONV_INVALID_ARGUMENT</span></span></code></div><div class="spec-doc"><p>Input arguments of convolution operations are invalid.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_IMPLEMENTED"><a href="#exception-NOT_IMPLEMENTED" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_IMPLEMENTED</span> <span class="keyword">of</span> string</span></code></div><div class="spec-doc"><p>Exception of not implemented yet.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_SUPPORTED"><a href="#exception-NOT_SUPPORTED" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_SUPPORTED</span></span></code></div><div class="spec-doc"><p>Exception of not supported type.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-FOUND"><a href="#exception-FOUND" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">FOUND</span></span></code></div><div class="spec-doc"><p>Exception of found an element.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_FOUND"><a href="#exception-NOT_FOUND" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_FOUND</span></span></code></div><div class="spec-doc"><p>Exception of not found an element.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-EMPTY_ARRAY"><a href="#exception-EMPTY_ARRAY" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">EMPTY_ARRAY</span></span></code></div><div class="spec-doc"><p>Exception of an empty array</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-TEST_FAIL"><a href="#exception-TEST_FAIL" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">TEST_FAIL</span></span></code></div><div class="spec-doc"><p>Unit Test fails.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-INVALID_ARGUMENT"><a href="#exception-INVALID_ARGUMENT" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">INVALID_ARGUMENT</span> <span class="keyword">of</span> string</span></code></div><div class="spec-doc"><p>Input arguments are invalid.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-INVALID_PROBABILITY"><a href="#exception-INVALID_PROBABILITY" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">INVALID_PROBABILITY</span> <span class="keyword">of</span> float</span></code></div><div class="spec-doc"><p>Invalid probability value, not within <code>0,1</code> range.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-LINALG_MATRIX_DOT_SHAPE"><a href="#exception-LINALG_MATRIX_DOT_SHAPE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">LINALG_MATRIX_DOT_SHAPE</span> <span class="keyword">of</span> int * int * int * int</span></code></div><div class="spec-doc"><p>Invalid matrix shapes for matrix dot product.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NON_NEGATIVE_INT"><a href="#exception-NON_NEGATIVE_INT" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NON_NEGATIVE_INT</span> <span class="keyword">of</span> int</span></code></div><div class="spec-doc"><p>Fails if the input is negative.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_SQUARE"><a href="#exception-NOT_SQUARE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_SQUARE</span> <span class="keyword">of</span> <span>int array</span></span></code></div><div class="spec-doc"><p>Fails if a matrix is not square.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_MATRIX"><a href="#exception-NOT_MATRIX" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_MATRIX</span> <span class="keyword">of</span> <span>int array</span></span></code></div><div class="spec-doc"><p>Fails if the input is not a matrix.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-DIFFERENT_SHAPE"><a href="#exception-DIFFERENT_SHAPE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">DIFFERENT_SHAPE</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Fail if two ndarrays have different shape.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-DIFFERENT_SIZE"><a href="#exception-DIFFERENT_SIZE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">DIFFERENT_SIZE</span> <span class="keyword">of</span> int * int</span></code></div><div class="spec-doc"><p>Fail if two ndarrays have different size.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_BROADCASTABLE"><a href="#exception-NOT_BROADCASTABLE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_BROADCASTABLE</span></span></code></div><div class="spec-doc"><p>Fail if the shapes of multiple ndarrays are not broadcastable.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_CONVERGE"><a href="#exception-NOT_CONVERGE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_CONVERGE</span></span></code></div><div class="spec-doc"><p>Fail to converge.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-MAX_ITERATION"><a href="#exception-MAX_ITERATION" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">MAX_ITERATION</span></span></code></div><div class="spec-doc"><p>Number of iteration exceeds the threshold.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-SINGULAR"><a href="#exception-SINGULAR" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">SINGULAR</span></span></code></div><div class="spec-doc"><p>Exception of singular matrix.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_SIMPLEX"><a href="#exception-NOT_SIMPLEX" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_SIMPLEX</span></span></code></div><div class="spec-doc"><p>Exception of not being simplex.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-INDEX_OUT_OF_BOUND"><a href="#exception-INDEX_OUT_OF_BOUND" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">INDEX_OUT_OF_BOUND</span></span></code></div><div class="spec-doc"><p>Exception of index out of boundary.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-ZOO_ILLEGAL_GIST_NAME"><a href="#exception-ZOO_ILLEGAL_GIST_NAME" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">ZOO_ILLEGAL_GIST_NAME</span></span></code></div><div class="spec-doc"><p>Exception of illegal gist name.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_exception (owl-base.Owl_exception)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_exception</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_exception</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-function">Core function</a></li><li><a href="#exception-definition">Exception definition</a></li></ul></nav><div class="odoc-content"><h6 id="core-function"><a href="#core-function" class="anchor"></a>Core function</h6><div class="odoc-spec"><div class="spec value anchored" id="val-check"><a href="#val-check" class="anchor"></a><code><span><span class="keyword">val</span> check : <span>bool <span class="arrow">&#45;&gt;</span></span> <span>exn <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>check p e</code> raises the exception <code>e</code> if the predicate <code>p</code> is <code>false</code>, otherwise returns <code>unit</code>.</p><p>Parameters: * <code>p</code>: predicate to check. * <code>e</code>: exception to raise.</p><p>Returns: * <code>unit</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-verify"><a href="#val-verify" class="anchor"></a><code><span><span class="keyword">val</span> verify : <span>bool <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>unit <span class="arrow">&#45;&gt;</span></span> exn)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>verify p f</code> calls the function <code>f</code> which further raises an exception if the predicate <code>p</code> is <code>false</code>, otherwise returns <code>unit</code>.</p><p>Parameters: * <code>p</code>: predicate to check. * <code>f</code>: function to raise the exception.</p><p>Returns: * <code>unit</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span>exn <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>to_string e</code> converts an exception into a string containing more detailed information for debugging the code.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_exception"><a href="#val-pp_exception" class="anchor"></a><code><span><span class="keyword">val</span> pp_exception : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span>exn <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pp_exception</code> is the pretty printer for Owl exceptions.</p></div></div><h6 id="exception-definition"><a href="#exception-definition" class="anchor"></a>Exception definition</h6><div class="odoc-spec"><div class="spec exception anchored" id="exception-CONV_INVALID_ARGUMENT"><a href="#exception-CONV_INVALID_ARGUMENT" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">CONV_INVALID_ARGUMENT</span></span></code></div><div class="spec-doc"><p>Input arguments of convolution operations are invalid.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_IMPLEMENTED"><a href="#exception-NOT_IMPLEMENTED" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_IMPLEMENTED</span> <span class="keyword">of</span> string</span></code></div><div class="spec-doc"><p>Exception of not implemented yet.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_SUPPORTED"><a href="#exception-NOT_SUPPORTED" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_SUPPORTED</span></span></code></div><div class="spec-doc"><p>Exception of not supported type.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-FOUND"><a href="#exception-FOUND" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">FOUND</span></span></code></div><div class="spec-doc"><p>Exception of found an element.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_FOUND"><a href="#exception-NOT_FOUND" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_FOUND</span></span></code></div><div class="spec-doc"><p>Exception of not found an element.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-EMPTY_ARRAY"><a href="#exception-EMPTY_ARRAY" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">EMPTY_ARRAY</span></span></code></div><div class="spec-doc"><p>Exception of an empty array</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-TEST_FAIL"><a href="#exception-TEST_FAIL" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">TEST_FAIL</span></span></code></div><div class="spec-doc"><p>Unit Test fails.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-INVALID_ARGUMENT"><a href="#exception-INVALID_ARGUMENT" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">INVALID_ARGUMENT</span> <span class="keyword">of</span> string</span></code></div><div class="spec-doc"><p>Input arguments are invalid.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-INVALID_PROBABILITY"><a href="#exception-INVALID_PROBABILITY" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">INVALID_PROBABILITY</span> <span class="keyword">of</span> float</span></code></div><div class="spec-doc"><p>Invalid probability value, not within <code>0,1</code> range.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-LINALG_MATRIX_DOT_SHAPE"><a href="#exception-LINALG_MATRIX_DOT_SHAPE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">LINALG_MATRIX_DOT_SHAPE</span> <span class="keyword">of</span> int * int * int * int</span></code></div><div class="spec-doc"><p>Invalid matrix shapes for matrix dot product.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NON_NEGATIVE_INT"><a href="#exception-NON_NEGATIVE_INT" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NON_NEGATIVE_INT</span> <span class="keyword">of</span> int</span></code></div><div class="spec-doc"><p>Fails if the input is negative.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_SQUARE"><a href="#exception-NOT_SQUARE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_SQUARE</span> <span class="keyword">of</span> <span>int array</span></span></code></div><div class="spec-doc"><p>Fails if a matrix is not square.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_MATRIX"><a href="#exception-NOT_MATRIX" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_MATRIX</span> <span class="keyword">of</span> <span>int array</span></span></code></div><div class="spec-doc"><p>Fails if the input is not a matrix.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-DIFFERENT_SHAPE"><a href="#exception-DIFFERENT_SHAPE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">DIFFERENT_SHAPE</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Fail if two ndarrays have different shape.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-DIFFERENT_SIZE"><a href="#exception-DIFFERENT_SIZE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">DIFFERENT_SIZE</span> <span class="keyword">of</span> int * int</span></code></div><div class="spec-doc"><p>Fail if two ndarrays have different size.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_BROADCASTABLE"><a href="#exception-NOT_BROADCASTABLE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_BROADCASTABLE</span></span></code></div><div class="spec-doc"><p>Fail if the shapes of multiple ndarrays are not broadcastable.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_CONVERGE"><a href="#exception-NOT_CONVERGE" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_CONVERGE</span></span></code></div><div class="spec-doc"><p>Fail to converge.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-MAX_ITERATION"><a href="#exception-MAX_ITERATION" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">MAX_ITERATION</span></span></code></div><div class="spec-doc"><p>Number of iteration exceeds the threshold.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-SINGULAR"><a href="#exception-SINGULAR" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">SINGULAR</span></span></code></div><div class="spec-doc"><p>Exception of singular matrix.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-NOT_SIMPLEX"><a href="#exception-NOT_SIMPLEX" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">NOT_SIMPLEX</span></span></code></div><div class="spec-doc"><p>Exception of not being simplex.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-INDEX_OUT_OF_BOUND"><a href="#exception-INDEX_OUT_OF_BOUND" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">INDEX_OUT_OF_BOUND</span></span></code></div><div class="spec-doc"><p>Exception of index out of boundary.</p></div></div><div class="odoc-spec"><div class="spec exception anchored" id="exception-ZOO_ILLEGAL_GIST_NAME"><a href="#exception-ZOO_ILLEGAL_GIST_NAME" class="anchor"></a><code><span><span class="keyword">exception</span> </span><span><span class="exception">ZOO_ILLEGAL_GIST_NAME</span></span></code></div><div class="spec-doc"><p>Exception of illegal gist name.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_graph/index.html b/docs/owl-base/Owl_graph/index.html
index b0c817ae2..15e0a7c5f 100644
--- a/docs/owl-base/Owl_graph/index.html
+++ b/docs/owl-base/Owl_graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_graph (owl-base.Owl_graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_graph</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_graph</span></code></h1><p>Graph module supports basic operations on DAG.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#obtaining-properties">Obtaining properties</a></li><li><a href="#manipulation-functions">Manipulation functions</a></li><li><a href="#iterators">Iterators</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-order"><a href="#type-order" class="anchor"></a><code><span><span class="keyword">type</span> order</span><span> = </span></code><ol><li id="type-order.BFS" class="def variant constructor anchored"><a href="#type-order.BFS" class="anchor"></a><code><span>| </span><span><span class="constructor">BFS</span></span></code></li><li id="type-order.DFS" class="def variant constructor anchored"><a href="#type-order.DFS" class="anchor"></a><code><span>| </span><span><span class="constructor">DFS</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Order to traverse a graph, BFS or DFS.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-traversal"><a href="#type-traversal" class="anchor"></a><code><span><span class="keyword">type</span> traversal</span><span> = </span></code><ol><li id="type-traversal.PreOrder" class="def variant constructor anchored"><a href="#type-traversal.PreOrder" class="anchor"></a><code><span>| </span><span><span class="constructor">PreOrder</span></span></code></li><li id="type-traversal.PostOrder" class="def variant constructor anchored"><a href="#type-traversal.PostOrder" class="anchor"></a><code><span>| </span><span><span class="constructor">PostOrder</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Order of the function evaluation.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-dir"><a href="#type-dir" class="anchor"></a><code><span><span class="keyword">type</span> dir</span><span> = </span></code><ol><li id="type-dir.Ancestor" class="def variant constructor anchored"><a href="#type-dir.Ancestor" class="anchor"></a><code><span>| </span><span><span class="constructor">Ancestor</span></span></code></li><li id="type-dir.Descendant" class="def variant constructor anchored"><a href="#type-dir.Descendant" class="anchor"></a><code><span>| </span><span><span class="constructor">Descendant</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Iteration direction, i.e. ancestors or descendants</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a node</span></span></code></div><div class="spec-doc"><p>type definition of a node</p></div></div><h6 id="obtaining-properties"><a href="#obtaining-properties" class="anchor"></a>Obtaining properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-id"><a href="#val-id" class="anchor"></a><code><span><span class="keyword">val</span> id : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>id x</code> returns the id of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-name"><a href="#val-name" class="anchor"></a><code><span><span class="keyword">val</span> name : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>name x</code> returns the name string of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_name"><a href="#val-set_name" class="anchor"></a><code><span><span class="keyword">val</span> set_name : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_name x s</code> sets the name string of node <code>x</code> to <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-parents"><a href="#val-parents" class="anchor"></a><code><span><span class="keyword">val</span> parents : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span></span></code></div><div class="spec-doc"><p><code>parents x</code> returns the parents of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_parents"><a href="#val-set_parents" class="anchor"></a><code><span><span class="keyword">val</span> set_parents : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_parents x parents</code> set <code>x</code> parents to <code>parents</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-children"><a href="#val-children" class="anchor"></a><code><span><span class="keyword">val</span> children : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span></span></code></div><div class="spec-doc"><p><code>children x</code> returns the children of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_children"><a href="#val-set_children" class="anchor"></a><code><span><span class="keyword">val</span> set_children : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_children x children</code> sets <code>x</code> children to <code>children</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-indegree"><a href="#val-indegree" class="anchor"></a><code><span><span class="keyword">val</span> indegree : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>indegree x</code> returns the in-degree of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-outdegree"><a href="#val-outdegree" class="anchor"></a><code><span><span class="keyword">val</span> outdegree : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>outdegree x</code> returns the out-degree of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-degree"><a href="#val-degree" class="anchor"></a><code><span><span class="keyword">val</span> degree : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>degree x</code> returns the total number of links of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-attr"><a href="#val-attr" class="anchor"></a><code><span><span class="keyword">val</span> attr : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>attr x</code> returns the <code>attr</code> field of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_attr"><a href="#val-set_attr" class="anchor"></a><code><span><span class="keyword">val</span> set_attr : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_attr x</code> sets the <code>attr</code> field of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_ancestor"><a href="#val-num_ancestor" class="anchor"></a><code><span><span class="keyword">val</span> num_ancestor : <span><span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>num_ancestor x</code> returns the number of ancestors of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_descendant"><a href="#val-num_descendant" class="anchor"></a><code><span><span class="keyword">val</span> num_descendant : <span><span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>num_descendant x</code> returns the number of descendants of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-length"><a href="#val-length" class="anchor"></a><code><span><span class="keyword">val</span> length : <span><span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>length x</code> returns the total number of ancestors and descendants of <code>x</code>.</p></div></div><h6 id="manipulation-functions"><a href="#manipulation-functions" class="anchor"></a>Manipulation functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-node"><a href="#val-node" class="anchor"></a><code><span><span class="keyword">val</span> node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_graph (owl-base.Owl_graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_graph</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_graph</span></code></h1><p>Graph module supports basic operations on DAG.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#obtaining-properties">Obtaining properties</a></li><li><a href="#manipulation-functions">Manipulation functions</a></li><li><a href="#iterators">Iterators</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-order"><a href="#type-order" class="anchor"></a><code><span><span class="keyword">type</span> order</span><span> = </span></code><ol><li id="type-order.BFS" class="def variant constructor anchored"><a href="#type-order.BFS" class="anchor"></a><code><span>| </span><span><span class="constructor">BFS</span></span></code></li><li id="type-order.DFS" class="def variant constructor anchored"><a href="#type-order.DFS" class="anchor"></a><code><span>| </span><span><span class="constructor">DFS</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Order to traverse a graph, BFS or DFS.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-traversal"><a href="#type-traversal" class="anchor"></a><code><span><span class="keyword">type</span> traversal</span><span> = </span></code><ol><li id="type-traversal.PreOrder" class="def variant constructor anchored"><a href="#type-traversal.PreOrder" class="anchor"></a><code><span>| </span><span><span class="constructor">PreOrder</span></span></code></li><li id="type-traversal.PostOrder" class="def variant constructor anchored"><a href="#type-traversal.PostOrder" class="anchor"></a><code><span>| </span><span><span class="constructor">PostOrder</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Order of the function evaluation.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-dir"><a href="#type-dir" class="anchor"></a><code><span><span class="keyword">type</span> dir</span><span> = </span></code><ol><li id="type-dir.Ancestor" class="def variant constructor anchored"><a href="#type-dir.Ancestor" class="anchor"></a><code><span>| </span><span><span class="constructor">Ancestor</span></span></code></li><li id="type-dir.Descendant" class="def variant constructor anchored"><a href="#type-dir.Descendant" class="anchor"></a><code><span>| </span><span><span class="constructor">Descendant</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Iteration direction, i.e. ancestors or descendants</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a node</span></span></code></div><div class="spec-doc"><p>type definition of a node</p></div></div><h6 id="obtaining-properties"><a href="#obtaining-properties" class="anchor"></a>Obtaining properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-id"><a href="#val-id" class="anchor"></a><code><span><span class="keyword">val</span> id : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>id x</code> returns the id of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-name"><a href="#val-name" class="anchor"></a><code><span><span class="keyword">val</span> name : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>name x</code> returns the name string of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_name"><a href="#val-set_name" class="anchor"></a><code><span><span class="keyword">val</span> set_name : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_name x s</code> sets the name string of node <code>x</code> to <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-parents"><a href="#val-parents" class="anchor"></a><code><span><span class="keyword">val</span> parents : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span></span></code></div><div class="spec-doc"><p><code>parents x</code> returns the parents of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_parents"><a href="#val-set_parents" class="anchor"></a><code><span><span class="keyword">val</span> set_parents : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_parents x parents</code> set <code>x</code> parents to <code>parents</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-children"><a href="#val-children" class="anchor"></a><code><span><span class="keyword">val</span> children : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span></span></code></div><div class="spec-doc"><p><code>children x</code> returns the children of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_children"><a href="#val-set_children" class="anchor"></a><code><span><span class="keyword">val</span> set_children : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_children x children</code> sets <code>x</code> children to <code>children</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-indegree"><a href="#val-indegree" class="anchor"></a><code><span><span class="keyword">val</span> indegree : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>indegree x</code> returns the in-degree of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-outdegree"><a href="#val-outdegree" class="anchor"></a><code><span><span class="keyword">val</span> outdegree : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>outdegree x</code> returns the out-degree of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-degree"><a href="#val-degree" class="anchor"></a><code><span><span class="keyword">val</span> degree : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>degree x</code> returns the total number of links of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-attr"><a href="#val-attr" class="anchor"></a><code><span><span class="keyword">val</span> attr : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>attr x</code> returns the <code>attr</code> field of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_attr"><a href="#val-set_attr" class="anchor"></a><code><span><span class="keyword">val</span> set_attr : <span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_attr x</code> sets the <code>attr</code> field of node <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_ancestor"><a href="#val-num_ancestor" class="anchor"></a><code><span><span class="keyword">val</span> num_ancestor : <span><span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>num_ancestor x</code> returns the number of ancestors of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_descendant"><a href="#val-num_descendant" class="anchor"></a><code><span><span class="keyword">val</span> num_descendant : <span><span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>num_descendant x</code> returns the number of descendants of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-length"><a href="#val-length" class="anchor"></a><code><span><span class="keyword">val</span> length : <span><span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>length x</code> returns the total number of ancestors and descendants of <code>x</code>.</p></div></div><h6 id="manipulation-functions"><a href="#manipulation-functions" class="anchor"></a>Manipulation functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-node"><a href="#val-node" class="anchor"></a><code><span><span class="keyword">val</span> node : 
   <span><span class="optlabel">?id</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?prev</span>:<span><span><span class="type-var">'a</span> <a href="#type-node">node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_heavyhitters_sketch/Make/argument-1-CM/index.html b/docs/owl-base/Owl_heavyhitters_sketch/Make/argument-1-CM/index.html
index 05c052cfc..a1772267b 100644
--- a/docs/owl-base/Owl_heavyhitters_sketch/Make/argument-1-CM/index.html
+++ b/docs/owl-base/Owl_heavyhitters_sketch/Make/argument-1-CM/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>CM (owl-base.Owl_heavyhitters_sketch.Make.CM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_heavyhitters_sketch</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; CM</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.CM</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-sketch"><a href="#type-sketch" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a sketch</span></span></code></div><div class="spec-doc"><p>The type of Count-Min sketches</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init epsilon delta</code> initializes a sketch with approximation ratio <code>(1 + epsilon)</code> and failure probability <code>delta</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr s x</code> increments the frequency count of <code>x</code> in sketch <code>s</code> in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>count s x</code> returns the estimated frequency of element <code>x</code> in <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_from"><a href="#val-init_from" class="anchor"></a><code><span><span class="keyword">val</span> init_from : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init_from s</code> initializes a new empty sketch with the same parameters as <code>s</code>, which can later be merged with <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>merge s1 s2</code> returns a new sketch whose counts are the sum of those in <code>s1</code> and <code>s2</code>. Raises <code>INVALID_ARGUMENT</code> if the parameters of <code>s1</code> and <code>s2</code> do not match.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>CM (owl-base.Owl_heavyhitters_sketch.Make.CM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_heavyhitters_sketch</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; CM</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.CM</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-sketch"><a href="#type-sketch" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a sketch</span></span></code></div><div class="spec-doc"><p>The type of Count-Min sketches</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init epsilon delta</code> initializes a sketch with approximation ratio <code>(1 + epsilon)</code> and failure probability <code>delta</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-incr"><a href="#val-incr" class="anchor"></a><code><span><span class="keyword">val</span> incr : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>incr s x</code> increments the frequency count of <code>x</code> in sketch <code>s</code> in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>count s x</code> returns the estimated frequency of element <code>x</code> in <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_from"><a href="#val-init_from" class="anchor"></a><code><span><span class="keyword">val</span> init_from : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>init_from s</code> initializes a new empty sketch with the same parameters as <code>s</code>, which can later be merged with <code>s</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-sketch">sketch</a></span></span></code></div><div class="spec-doc"><p><code>merge s1 s2</code> returns a new sketch whose counts are the sum of those in <code>s1</code> and <code>s2</code>. Raises <code>INVALID_ARGUMENT</code> if the parameters of <code>s1</code> and <code>s2</code> do not match.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_heavyhitters_sketch/Make/index.html b/docs/owl-base/Owl_heavyhitters_sketch/Make/index.html
index f22fb9216..943a1f317 100644
--- a/docs/owl-base/Owl_heavyhitters_sketch/Make/index.html
+++ b/docs/owl-base/Owl_heavyhitters_sketch/Make/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_heavyhitters_sketch.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_heavyhitters_sketch</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_heavyhitters_sketch.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-CM"><a href="#argument-1-CM" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-CM/index.html">CM</a></span><span> : <a href="../../Owl_countmin_sketch_sig/module-type-Sig/index.html">Owl_countmin_sketch_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div><div class="spec-doc"><p>The type of heavy-hitters sketches</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">k</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>`init k epsilon delta` initializes a sketch with threshold k, approximation factor epsilon, and failure probability delta.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>`add h x` adds value `x` to sketch `h` in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * int)</span> list</span></span></code></div><div class="spec-doc"><p>`get h` returns a list of all heavy-hitters in sketch `h`, as a (value, frequency) pair, sorted in decreasing order of frequency.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_heavyhitters_sketch.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_heavyhitters_sketch</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_heavyhitters_sketch.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-CM"><a href="#argument-1-CM" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-CM/index.html">CM</a></span><span> : <a href="../../Owl_countmin_sketch_sig/module-type-Sig/index.html">Owl_countmin_sketch_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div><div class="spec-doc"><p>The type of heavy-hitters sketches</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">k</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>`init k epsilon delta` initializes a sketch with threshold k, approximation factor epsilon, and failure probability delta.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>`add h x` adds value `x` to sketch `h` in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * int)</span> list</span></span></code></div><div class="spec-doc"><p>`get h` returns a list of all heavy-hitters in sketch `h`, as a (value, frequency) pair, sorted in decreasing order of frequency.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_heavyhitters_sketch/Native/index.html b/docs/owl-base/Owl_heavyhitters_sketch/Native/index.html
index cfafd800c..a2ee250b4 100644
--- a/docs/owl-base/Owl_heavyhitters_sketch/Native/index.html
+++ b/docs/owl-base/Owl_heavyhitters_sketch/Native/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Native (owl-base.Owl_heavyhitters_sketch.Native)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_heavyhitters_sketch</a> &#x00BB; Native</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_heavyhitters_sketch.Native</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span><span> = <span><span class="type-var">'a</span> <a href="../Make/index.html#type-t">Make(Owl_countmin_sketch.Native).t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">k</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * int)</span> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Native (owl-base.Owl_heavyhitters_sketch.Native)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_heavyhitters_sketch</a> &#x00BB; Native</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_heavyhitters_sketch.Native</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span><span> = <span><span class="type-var">'a</span> <a href="../Make/index.html#type-t">Make(Owl_countmin_sketch.Native).t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">k</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * int)</span> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_heavyhitters_sketch/Owl/index.html b/docs/owl-base/Owl_heavyhitters_sketch/Owl/index.html
index 4fb553bfa..11ccfb787 100644
--- a/docs/owl-base/Owl_heavyhitters_sketch/Owl/index.html
+++ b/docs/owl-base/Owl_heavyhitters_sketch/Owl/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl (owl-base.Owl_heavyhitters_sketch.Owl)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_heavyhitters_sketch</a> &#x00BB; Owl</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_heavyhitters_sketch.Owl</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span><span> = <span><span class="type-var">'a</span> <a href="../Make/index.html#type-t">Make(Owl_countmin_sketch.Owl).t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">k</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * int)</span> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl (owl-base.Owl_heavyhitters_sketch.Owl)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_heavyhitters_sketch</a> &#x00BB; Owl</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_heavyhitters_sketch.Owl</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span><span> = <span><span class="type-var">'a</span> <a href="../Make/index.html#type-t">Make(Owl_countmin_sketch.Owl).t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">k</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * int)</span> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_heavyhitters_sketch/index.html b/docs/owl-base/Owl_heavyhitters_sketch/index.html
index 3d45cd889..d79245654 100644
--- a/docs/owl-base/Owl_heavyhitters_sketch/index.html
+++ b/docs/owl-base/Owl_heavyhitters_sketch/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_heavyhitters_sketch (owl-base.Owl_heavyhitters_sketch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_heavyhitters_sketch</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_heavyhitters_sketch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_heavyhitters_sketch (owl-base.Owl_heavyhitters_sketch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_heavyhitters_sketch</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_heavyhitters_sketch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span>
   (<a href="Make/argument-1-CM/index.html">CM</a> : <a href="../Owl_countmin_sketch_sig/module-type-Sig/index.html">Owl_countmin_sketch_sig.Sig</a>) : 
   <a href="../Owl_heavyhitters_sketch_sig/module-type-Sig/index.html">Owl_heavyhitters_sketch_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Native"><a href="#module-Native" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Native/index.html">Native</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Owl"><a href="#module-Owl" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Owl/index.html">Owl</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_heavyhitters_sketch_sig/index.html b/docs/owl-base/Owl_heavyhitters_sketch_sig/index.html
index b4ccb6a03..64e6d4f28 100644
--- a/docs/owl-base/Owl_heavyhitters_sketch_sig/index.html
+++ b/docs/owl-base/Owl_heavyhitters_sketch_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_heavyhitters_sketch_sig (owl-base.Owl_heavyhitters_sketch_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_heavyhitters_sketch_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_heavyhitters_sketch_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_heavyhitters_sketch_sig (owl-base.Owl_heavyhitters_sketch_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_heavyhitters_sketch_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_heavyhitters_sketch_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_heavyhitters_sketch_sig/module-type-Sig/index.html b/docs/owl-base/Owl_heavyhitters_sketch_sig/module-type-Sig/index.html
index e4e2c6607..1350d00d9 100644
--- a/docs/owl-base/Owl_heavyhitters_sketch_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_heavyhitters_sketch_sig/module-type-Sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_heavyhitters_sketch_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_heavyhitters_sketch_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_heavyhitters_sketch_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div><div class="spec-doc"><p>The type of heavy-hitters sketches</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">k</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>`init k epsilon delta` initializes a sketch with threshold k, approximation factor epsilon, and failure probability delta.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>`add h x` adds value `x` to sketch `h` in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * int)</span> list</span></span></code></div><div class="spec-doc"><p>`get h` returns a list of all heavy-hitters in sketch `h`, as a (value, frequency) pair, sorted in decreasing order of frequency.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_heavyhitters_sketch_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_heavyhitters_sketch_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_heavyhitters_sketch_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div><div class="spec-doc"><p>The type of heavy-hitters sketches</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="label">k</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">epsilon</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">delta</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>`init k epsilon delta` initializes a sketch with threshold k, approximation factor epsilon, and failure probability delta.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>`add h x` adds value `x` to sketch `h` in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * int)</span> list</span></span></code></div><div class="spec-doc"><p>`get h` returns a list of all heavy-hitters in sketch `h`, as a (value, frequency) pair, sorted in decreasing order of frequency.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_io/index.html b/docs/owl-base/Owl_io/index.html
index 0f5069741..515e43216 100644
--- a/docs/owl-base/Owl_io/index.html
+++ b/docs/owl-base/Owl_io/index.html
@@ -1,23 +1,23 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_io (owl-base.Owl_io)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_io</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_io</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#read-and-write-operations">Read and write operations</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="read-and-write-operations"><a href="#read-and-write-operations" class="anchor"></a>Read and write operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-read_file"><a href="#val-read_file" class="anchor"></a><code><span><span class="keyword">val</span> read_file : <span><span class="optlabel">?trim</span>:bool <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-read_file_string"><a href="#val-read_file_string" class="anchor"></a><code><span><span class="keyword">val</span> read_file_string : <span>string <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-write_file"><a href="#val-write_file" class="anchor"></a><code><span><span class="keyword">val</span> write_file : <span><span class="optlabel">?_flag</span>:<span class="xref-unresolved">Stdlib</span>.open_flag <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-marshal_from_file"><a href="#val-marshal_from_file" class="anchor"></a><code><span><span class="keyword">val</span> marshal_from_file : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-marshal_to_file"><a href="#val-marshal_to_file" class="anchor"></a><code><span><span class="keyword">val</span> marshal_to_file : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_io (owl-base.Owl_io)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_io</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_io</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#read-and-write-operations">Read and write operations</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="read-and-write-operations"><a href="#read-and-write-operations" class="anchor"></a>Read and write operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-read_file"><a href="#val-read_file" class="anchor"></a><code><span><span class="keyword">val</span> read_file : <span><span class="optlabel">?trim</span>:bool <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p><code>read_file ?trim filename</code> reads the contents of the file specified by <code>filename</code> and returns an array of strings, where each string represents a line from the file.</p><ul><li><code>trim</code>: If set to true, leading and trailing whitespace from each line is removed.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-read_file_string"><a href="#val-read_file_string" class="anchor"></a><code><span><span class="keyword">val</span> read_file_string : <span>string <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>read_file_string filename</code> reads the entire contents of the file specified by <code>filename</code> into a single string. Returns the contents of the file as a string.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-write_file"><a href="#val-write_file" class="anchor"></a><code><span><span class="keyword">val</span> write_file : <span><span class="optlabel">?_flag</span>:<span class="xref-unresolved">Stdlib</span>.open_flag <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>write_file ?_flag filename content</code> writes the <code>content</code> to the file specified by <code>filename</code>.</p><ul><li><code>_flag</code>: Optional file opening flag, such as <code>Open_append</code> or <code>Open_trunc</code>. The default behavior is to overwrite the file if it exists.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-marshal_from_file"><a href="#val-marshal_from_file" class="anchor"></a><code><span><span class="keyword">val</span> marshal_from_file : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>marshal_from_file filename</code> deserializes data from the file specified by <code>filename</code> using OCaml's Marshal module. Returns the deserialized data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-marshal_to_file"><a href="#val-marshal_to_file" class="anchor"></a><code><span><span class="keyword">val</span> marshal_to_file : 
   <span><span class="optlabel">?flags</span>:<span><span class="xref-unresolved">Stdlib</span>.Marshal.extern_flags list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
   <span>string <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-read_csv"><a href="#val-read_csv" class="anchor"></a><code><span><span class="keyword">val</span> read_csv : <span><span class="optlabel">?sep</span>:char <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span><span>string array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-write_csv"><a href="#val-write_csv" class="anchor"></a><code><span><span class="keyword">val</span> write_csv : <span><span class="optlabel">?sep</span>:char <span class="arrow">&#45;&gt;</span></span> <span><span><span>string array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-read_csv_proc"><a href="#val-read_csv_proc" class="anchor"></a><code><span><span class="keyword">val</span> read_csv_proc : 
+  unit</span></code></div><div class="spec-doc"><p><code>marshal_to_file ?flags data filename</code> serializes the <code>data</code> and writes it to the file specified by <code>filename</code> using OCaml's Marshal module.</p><ul><li><code>flags</code>: Optional flags for controlling the serialization behavior.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-read_csv"><a href="#val-read_csv" class="anchor"></a><code><span><span class="keyword">val</span> read_csv : <span><span class="optlabel">?sep</span>:char <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span><span>string array</span> array</span></span></code></div><div class="spec-doc"><p><code>read_csv ?sep filename</code> reads a CSV file specified by <code>filename</code> and returns a 2D array of strings, where each sub-array represents a row.</p><ul><li><code>sep</code>: The character used to separate fields. The default separator is a comma (',').</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-write_csv"><a href="#val-write_csv" class="anchor"></a><code><span><span class="keyword">val</span> write_csv : <span><span class="optlabel">?sep</span>:char <span class="arrow">&#45;&gt;</span></span> <span><span><span>string array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>write_csv ?sep data filename</code> writes the 2D array of strings <code>data</code> to the file specified by <code>filename</code> in CSV format.</p><ul><li><code>sep</code>: The character used to separate fields. The default separator is a comma (',').</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-read_csv_proc"><a href="#val-read_csv_proc" class="anchor"></a><code><span><span class="keyword">val</span> read_csv_proc : 
   <span><span class="optlabel">?sep</span>:char <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span>string array</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span>string <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-write_csv_proc"><a href="#val-write_csv_proc" class="anchor"></a><code><span><span class="keyword">val</span> write_csv_proc : 
+  unit</span></code></div><div class="spec-doc"><p><code>read_csv_proc ?sep f filename</code> processes each row of the CSV file specified by <code>filename</code> using the function <code>f</code>.</p><ul><li><code>sep</code>: The character used to separate fields. The default separator is a comma (','). The function <code>f</code> takes an index and a row (as a string array) as input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-write_csv_proc"><a href="#val-write_csv_proc" class="anchor"></a><code><span><span class="keyword">val</span> write_csv_proc : 
   <span><span class="optlabel">?sep</span>:char <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span>string <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="iteration-functions"><a href="#iteration-functions" class="anchor"></a>Iteration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_lines_of_file"><a href="#val-iteri_lines_of_file" class="anchor"></a><code><span><span class="keyword">val</span> iteri_lines_of_file : 
+  unit</span></code></div><div class="spec-doc"><p><code>write_csv_proc ?sep data to_string filename</code> writes the 2D array of data <code>data</code> to the file specified by <code>filename</code> in CSV format.</p><ul><li><code>sep</code>: The character used to separate fields. The default separator is a comma (','). The function <code>to_string</code> is used to convert each element to a string.</li></ul></div></div><h6 id="iteration-functions"><a href="#iteration-functions" class="anchor"></a>Iteration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_lines_of_file"><a href="#val-iteri_lines_of_file" class="anchor"></a><code><span><span class="keyword">val</span> iteri_lines_of_file : 
   <span><span class="optlabel">?verbose</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span>string <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_lines_of_file"><a href="#val-mapi_lines_of_file" class="anchor"></a><code><span><span class="keyword">val</span> mapi_lines_of_file : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_lines_of_marshal"><a href="#val-iteri_lines_of_marshal" class="anchor"></a><code><span><span class="keyword">val</span> iteri_lines_of_marshal : 
+  unit</span></code></div><div class="spec-doc"><p><code>iteri_lines_of_file ?verbose f filename</code> iterates over each line of the file specified by <code>filename</code>, applying the function <code>f</code> to each line.</p><ul><li><code>verbose</code>: If true, prints progress information. The default is false. The function <code>f</code> takes the line index and the line content as input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_lines_of_file"><a href="#val-mapi_lines_of_file" class="anchor"></a><code><span><span class="keyword">val</span> mapi_lines_of_file : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>mapi_lines_of_file f filename</code> maps the function <code>f</code> over each line of the file specified by <code>filename</code>, returning an array of results. The function <code>f</code> takes the line index and the line content as input and returns a value of type <code>'a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_lines_of_marshal"><a href="#val-iteri_lines_of_marshal" class="anchor"></a><code><span><span class="keyword">val</span> iteri_lines_of_marshal : 
   <span><span class="optlabel">?verbose</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span>string <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_lines_of_marshal"><a href="#val-mapi_lines_of_marshal" class="anchor"></a><code><span><span class="keyword">val</span> mapi_lines_of_marshal : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-head"><a href="#val-head" class="anchor"></a><code><span><span class="keyword">val</span> head : <span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csv_head"><a href="#val-csv_head" class="anchor"></a><code><span><span class="keyword">val</span> csv_head : <span><span class="optlabel">?sep</span>:char <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  unit</span></code></div><div class="spec-doc"><p><code>iteri_lines_of_marshal ?verbose f filename</code> iterates over each line of serialized data in the file specified by <code>filename</code>, deserializing it and applying the function <code>f</code>.</p><ul><li><code>verbose</code>: If true, prints progress information. The default is false. The function <code>f</code> takes the line index and the deserialized data as input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_lines_of_marshal"><a href="#val-mapi_lines_of_marshal" class="anchor"></a><code><span><span class="keyword">val</span> mapi_lines_of_marshal : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span></span></code></div><div class="spec-doc"><p><code>mapi_lines_of_marshal f filename</code> maps the function <code>f</code> over each line of serialized data in the file specified by <code>filename</code>, deserializing it and returning an array of results. The function <code>f</code> takes the line index and the deserialized data as input and returns a value of type <code>'b</code>.</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-head"><a href="#val-head" class="anchor"></a><code><span><span class="keyword">val</span> head : <span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p><code>head n filename</code> reads the first <code>n</code> lines of the file specified by <code>filename</code> and returns them as an array of strings.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csv_head"><a href="#val-csv_head" class="anchor"></a><code><span><span class="keyword">val</span> csv_head : <span><span class="optlabel">?sep</span>:char <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p><code>csv_head ?sep n filename</code> reads the first <code>n</code> lines of the CSV file specified by <code>filename</code> and returns them as an array of strings.</p><ul><li><code>sep</code>: The character used to separate fields. The default separator is a comma (',').</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_lazy/Make/argument-1-A/Linalg/index.html b/docs/owl-base/Owl_lazy/Make/argument-1-A/Linalg/index.html
index dcbb1deb7..e4f41bcea 100644
--- a/docs/owl-base/Owl_lazy/Make/argument-1-A/Linalg/index.html
+++ b/docs/owl-base/Owl_lazy/Make/argument-1-A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_lazy.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_lazy</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_lazy.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_lazy</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_lazy/Make/argument-1-A/Mat/index.html b/docs/owl-base/Owl_lazy/Make/argument-1-A/Mat/index.html
index a95372150..f5858771e 100644
--- a/docs/owl-base/Owl_lazy/Make/argument-1-A/Mat/index.html
+++ b/docs/owl-base/Owl_lazy/Make/argument-1-A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_lazy.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_lazy</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_lazy.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_lazy</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_lazy/Make/argument-1-A/Scalar/index.html b/docs/owl-base/Owl_lazy/Make/argument-1-A/Scalar/index.html
index 02eed4c25..135d2f7ee 100644
--- a/docs/owl-base/Owl_lazy/Make/argument-1-A/Scalar/index.html
+++ b/docs/owl-base/Owl_lazy/Make/argument-1-A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_lazy.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_lazy</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_lazy.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_lazy</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_lazy/Make/argument-1-A/index.html b/docs/owl-base/Owl_lazy/Make/argument-1-A/index.html
index c5d60fb99..109328373 100644
--- a/docs/owl-base/Owl_lazy/Make/argument-1-A/index.html
+++ b/docs/owl-base/Owl_lazy/Make/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_lazy.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_lazy</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_lazy.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_lazy</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_lazy/Make/index.html b/docs/owl-base/Owl_lazy/Make/index.html
index 9f09c1de4..3793155bc 100644
--- a/docs/owl-base/Owl_lazy/Make/index.html
+++ b/docs/owl-base/Owl_lazy/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_lazy.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_lazy</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_lazy.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#type-conversion-functions">Type conversion functions</a></li><li><a href="#utility-functions">Utility functions</a></li><li><a href="#create-variables">Create variables</a></li><li><a href="#maths-functions">Maths functions</a></li><li><a href="#evaluation-functions">Evaluation functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">type</span> attr</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="type-conversion-functions"><a href="#type-conversion-functions" class="anchor"></a>Type conversion functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-float_to_elt"><a href="#val-float_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> float_to_elt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_float"><a href="#val-elt_to_float" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_float : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="utility-functions"><a href="#utility-functions" class="anchor"></a>Utility functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="create-variables"><a href="#create-variables" class="anchor"></a>Create variables</h6><div class="odoc-spec"><div class="spec value anchored" id="val-var_arr"><a href="#val-var_arr" class="anchor"></a><code><span><span class="keyword">val</span> var_arr : <span><span class="optlabel">?shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-var_elt"><a href="#val-var_elt" class="anchor"></a><code><span><span class="keyword">val</span> var_elt : <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-const_arr"><a href="#val-const_arr" class="anchor"></a><code><span><span class="keyword">val</span> const_arr : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-const_elt"><a href="#val-const_elt" class="anchor"></a><code><span><span class="keyword">val</span> const_elt : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-assign_arr"><a href="#val-assign_arr" class="anchor"></a><code><span><span class="keyword">val</span> assign_arr : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-assign_elt"><a href="#val-assign_elt" class="anchor"></a><code><span><span class="keyword">val</span> assign_elt : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unsafe_assign_arr"><a href="#val-unsafe_assign_arr" class="anchor"></a><code><span><span class="keyword">val</span> unsafe_assign_arr : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="maths-functions"><a href="#maths-functions" class="anchor"></a>Maths functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lazy_print"><a href="#val-lazy_print" class="anchor"></a><code><span><span class="keyword">val</span> lazy_print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_lazy.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_lazy</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_lazy.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#type-conversion-functions">Type conversion functions</a></li><li><a href="#utility-functions">Utility functions</a></li><li><a href="#create-variables">Create variables</a></li><li><a href="#maths-functions">Maths functions</a></li><li><a href="#evaluation-functions">Evaluation functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">type</span> attr</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="type-conversion-functions"><a href="#type-conversion-functions" class="anchor"></a>Type conversion functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-attr">attr</a> <a href="../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-float_to_elt"><a href="#val-float_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> float_to_elt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_float"><a href="#val-elt_to_float" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_float : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="utility-functions"><a href="#utility-functions" class="anchor"></a>Utility functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="create-variables"><a href="#create-variables" class="anchor"></a>Create variables</h6><div class="odoc-spec"><div class="spec value anchored" id="val-var_arr"><a href="#val-var_arr" class="anchor"></a><code><span><span class="keyword">val</span> var_arr : <span><span class="optlabel">?shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-var_elt"><a href="#val-var_elt" class="anchor"></a><code><span><span class="keyword">val</span> var_elt : <span>string <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-const_arr"><a href="#val-const_arr" class="anchor"></a><code><span><span class="keyword">val</span> const_arr : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-const_elt"><a href="#val-const_elt" class="anchor"></a><code><span><span class="keyword">val</span> const_elt : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-assign_arr"><a href="#val-assign_arr" class="anchor"></a><code><span><span class="keyword">val</span> assign_arr : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-assign_elt"><a href="#val-assign_elt" class="anchor"></a><code><span><span class="keyword">val</span> assign_elt : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unsafe_assign_arr"><a href="#val-unsafe_assign_arr" class="anchor"></a><code><span><span class="keyword">val</span> unsafe_assign_arr : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="maths-functions"><a href="#maths-functions" class="anchor"></a>Maths functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lazy_print"><a href="#val-lazy_print" class="anchor"></a><code><span><span class="keyword">val</span> lazy_print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_lazy/index.html b/docs/owl-base/Owl_lazy/index.html
index 6696a8ebe..36d4fd266 100644
--- a/docs/owl-base/Owl_lazy/index.html
+++ b/docs/owl-base/Owl_lazy/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_lazy (owl-base.Owl_lazy)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_lazy</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_lazy</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_lazy (owl-base.Owl_lazy)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_lazy</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_lazy</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_log/index.html b/docs/owl-base/Owl_log/index.html
index e854eb92e..5c60ac167 100644
--- a/docs/owl-base/Owl_log/index.html
+++ b/docs/owl-base/Owl_log/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_log (owl-base.Owl_log)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_log</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_log</span></code></h1><p>Log module provides logging functionality.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#configuration-functions">Configuration functions</a></li><li><a href="#log-functions">Log functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-level"><a href="#type-level" class="anchor"></a><code><span><span class="keyword">type</span> level</span><span> = </span></code><ol><li id="type-level.DEBUG" class="def variant constructor anchored"><a href="#type-level.DEBUG" class="anchor"></a><code><span>| </span><span><span class="constructor">DEBUG</span></span></code></li><li id="type-level.INFO" class="def variant constructor anchored"><a href="#type-level.INFO" class="anchor"></a><code><span>| </span><span><span class="constructor">INFO</span></span></code></li><li id="type-level.WARN" class="def variant constructor anchored"><a href="#type-level.WARN" class="anchor"></a><code><span>| </span><span><span class="constructor">WARN</span></span></code></li><li id="type-level.ERROR" class="def variant constructor anchored"><a href="#type-level.ERROR" class="anchor"></a><code><span>| </span><span><span class="constructor">ERROR</span></span></code></li><li id="type-level.FATAL" class="def variant constructor anchored"><a href="#type-level.FATAL" class="anchor"></a><code><span>| </span><span><span class="constructor">FATAL</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type definition of log levels, priority is from low to high. Using <code>set_level</code> function to set global logging level to high one can mask the output from low level logging.</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="configuration-functions"><a href="#configuration-functions" class="anchor"></a>Configuration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-set_level"><a href="#val-set_level" class="anchor"></a><code><span><span class="keyword">val</span> set_level : <span><a href="#type-level">level</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>This function sets the global logging level. Low level logging will be omitted.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_output"><a href="#val-set_output" class="anchor"></a><code><span><span class="keyword">val</span> set_output : <span><span class="xref-unresolved">Stdlib</span>.out_channel <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>This function sets the channel for the logging output. The default one is the standard output.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_color"><a href="#val-set_color" class="anchor"></a><code><span><span class="keyword">val</span> set_color : <span>bool <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_color true</code> turns on the colour; <code>set_color false</code> turns it off.</p></div></div><h6 id="log-functions"><a href="#log-functions" class="anchor"></a>Log functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-debug"><a href="#val-debug" class="anchor"></a><code><span><span class="keyword">val</span> debug : <span><span><span>(<span class="type-var">'a</span>, <span class="xref-unresolved">Stdlib</span>.out_channel, unit)</span> <span class="xref-unresolved">Stdlib</span>.format</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function outputs log at <code>DEBUG</code> level.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-info"><a href="#val-info" class="anchor"></a><code><span><span class="keyword">val</span> info : <span><span><span>(<span class="type-var">'a</span>, <span class="xref-unresolved">Stdlib</span>.out_channel, unit)</span> <span class="xref-unresolved">Stdlib</span>.format</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function outputs log at <code>INFO</code> level.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-warn"><a href="#val-warn" class="anchor"></a><code><span><span class="keyword">val</span> warn : <span><span><span>(<span class="type-var">'a</span>, <span class="xref-unresolved">Stdlib</span>.out_channel, unit)</span> <span class="xref-unresolved">Stdlib</span>.format</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function outputs log at <code>WARN</code> level.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error"><a href="#val-error" class="anchor"></a><code><span><span class="keyword">val</span> error : <span><span><span>(<span class="type-var">'a</span>, <span class="xref-unresolved">Stdlib</span>.out_channel, unit)</span> <span class="xref-unresolved">Stdlib</span>.format</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function outputs log at <code>ERROR</code> level.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fatal"><a href="#val-fatal" class="anchor"></a><code><span><span class="keyword">val</span> fatal : <span><span><span>(<span class="type-var">'a</span>, <span class="xref-unresolved">Stdlib</span>.out_channel, unit)</span> <span class="xref-unresolved">Stdlib</span>.format</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function outputs log at <code>FATAL</code> level.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_log (owl-base.Owl_log)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_log</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_log</span></code></h1><p>Log module provides logging functionality.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#configuration-functions">Configuration functions</a></li><li><a href="#log-functions">Log functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-level"><a href="#type-level" class="anchor"></a><code><span><span class="keyword">type</span> level</span><span> = </span></code><ol><li id="type-level.DEBUG" class="def variant constructor anchored"><a href="#type-level.DEBUG" class="anchor"></a><code><span>| </span><span><span class="constructor">DEBUG</span></span></code></li><li id="type-level.INFO" class="def variant constructor anchored"><a href="#type-level.INFO" class="anchor"></a><code><span>| </span><span><span class="constructor">INFO</span></span></code></li><li id="type-level.WARN" class="def variant constructor anchored"><a href="#type-level.WARN" class="anchor"></a><code><span>| </span><span><span class="constructor">WARN</span></span></code></li><li id="type-level.ERROR" class="def variant constructor anchored"><a href="#type-level.ERROR" class="anchor"></a><code><span>| </span><span><span class="constructor">ERROR</span></span></code></li><li id="type-level.FATAL" class="def variant constructor anchored"><a href="#type-level.FATAL" class="anchor"></a><code><span>| </span><span><span class="constructor">FATAL</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type definition of log levels, priority is from low to high. Using <code>set_level</code> function to set global logging level to high one can mask the output from low level logging.</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="configuration-functions"><a href="#configuration-functions" class="anchor"></a>Configuration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-set_level"><a href="#val-set_level" class="anchor"></a><code><span><span class="keyword">val</span> set_level : <span><a href="#type-level">level</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>This function sets the global logging level. Low level logging will be omitted.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_output"><a href="#val-set_output" class="anchor"></a><code><span><span class="keyword">val</span> set_output : <span><span class="xref-unresolved">Stdlib</span>.out_channel <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>This function sets the channel for the logging output. The default one is the standard output.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_color"><a href="#val-set_color" class="anchor"></a><code><span><span class="keyword">val</span> set_color : <span>bool <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_color true</code> turns on the colour; <code>set_color false</code> turns it off.</p></div></div><h6 id="log-functions"><a href="#log-functions" class="anchor"></a>Log functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-debug"><a href="#val-debug" class="anchor"></a><code><span><span class="keyword">val</span> debug : <span><span><span>(<span class="type-var">'a</span>, <span class="xref-unresolved">Stdlib</span>.out_channel, unit)</span> <span class="xref-unresolved">Stdlib</span>.format</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function outputs log at <code>DEBUG</code> level.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-info"><a href="#val-info" class="anchor"></a><code><span><span class="keyword">val</span> info : <span><span><span>(<span class="type-var">'a</span>, <span class="xref-unresolved">Stdlib</span>.out_channel, unit)</span> <span class="xref-unresolved">Stdlib</span>.format</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function outputs log at <code>INFO</code> level.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-warn"><a href="#val-warn" class="anchor"></a><code><span><span class="keyword">val</span> warn : <span><span><span>(<span class="type-var">'a</span>, <span class="xref-unresolved">Stdlib</span>.out_channel, unit)</span> <span class="xref-unresolved">Stdlib</span>.format</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function outputs log at <code>WARN</code> level.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error"><a href="#val-error" class="anchor"></a><code><span><span class="keyword">val</span> error : <span><span><span>(<span class="type-var">'a</span>, <span class="xref-unresolved">Stdlib</span>.out_channel, unit)</span> <span class="xref-unresolved">Stdlib</span>.format</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function outputs log at <code>ERROR</code> level.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fatal"><a href="#val-fatal" class="anchor"></a><code><span><span class="keyword">val</span> fatal : <span><span><span>(<span class="type-var">'a</span>, <span class="xref-unresolved">Stdlib</span>.out_channel, unit)</span> <span class="xref-unresolved">Stdlib</span>.format</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function outputs log at <code>FATAL</code> level.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_maths_interpolate/index.html b/docs/owl-base/Owl_maths_interpolate/index.html
index d113ff5e9..7b2126c15 100644
--- a/docs/owl-base/Owl_maths_interpolate/index.html
+++ b/docs/owl-base/Owl_maths_interpolate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_maths_interpolate (owl-base.Owl_maths_interpolate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_maths_interpolate</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_maths_interpolate</span></code></h1><p>Interpolation and Extrapolation</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-polint"><a href="#val-polint" class="anchor"></a><code><span><span class="keyword">val</span> polint : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p><code>polint xs ys x</code> performs polynomial interpolation of the given arrays <code>xs</code> and <code>ys</code>. Given arrays <code>xs[0..(n-1)]</code> and <code>ys[0..(n-1)]</code>, and a value <code>x</code>, the function returns a value <code>y</code>, and an error estimate <code>dy</code>. If <code>P(x)</code> is the polynomial of degree <code>N − 1</code> such that <code>P(xs[i]) = ys[i]</code> for <code>i = 0,...,n-1</code>,</p><p>Parameters: * <code>xs</code>: an array of input <code>x</code> values of <code>P(x)</code>. * <code>ys</code>: an array of corresponding <code>y</code> values of <code>P(x)</code>. * <code>x</code>: value to interpolate.</p><p>Returns: * <code>(y, dy)</code> wherein <code>y</code> is the returned value <code>y = P(x)</code>, and <code>dy</code> is the estimated error.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ratint"><a href="#val-ratint" class="anchor"></a><code><span><span class="keyword">val</span> ratint : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_maths_interpolate (owl-base.Owl_maths_interpolate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_maths_interpolate</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_maths_interpolate</span></code></h1><p>Interpolation and Extrapolation</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-polint"><a href="#val-polint" class="anchor"></a><code><span><span class="keyword">val</span> polint : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p><code>polint xs ys x</code> performs polynomial interpolation of the given arrays <code>xs</code> and <code>ys</code>. Given arrays <code>xs[0..(n-1)]</code> and <code>ys[0..(n-1)]</code>, and a value <code>x</code>, the function returns a value <code>y</code>, and an error estimate <code>dy</code>. If <code>P(x)</code> is the polynomial of degree <code>N − 1</code> such that <code>P(xs[i]) = ys[i]</code> for <code>i = 0,...,n-1</code>,</p><p>Parameters: * <code>xs</code>: an array of input <code>x</code> values of <code>P(x)</code>. * <code>ys</code>: an array of corresponding <code>y</code> values of <code>P(x)</code>. * <code>x</code>: value to interpolate.</p><p>Returns: * <code>(y, dy)</code> wherein <code>y</code> is the returned value <code>y = P(x)</code>, and <code>dy</code> is the estimated error.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ratint"><a href="#val-ratint" class="anchor"></a><code><span><span class="keyword">val</span> ratint : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_maths_quadrature/index.html b/docs/owl-base/Owl_maths_quadrature/index.html
index 315b63f69..9715a9d5f 100644
--- a/docs/owl-base/Owl_maths_quadrature/index.html
+++ b/docs/owl-base/Owl_maths_quadrature/index.html
@@ -1,17 +1,34 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_maths_quadrature (owl-base.Owl_maths_quadrature)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_maths_quadrature</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_maths_quadrature</span></code></h1><p>Numerical Integration</p></header><nav class="odoc-toc"><ul><li><a href="#integration-functions">Integration functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="integration-functions"><a href="#integration-functions" class="anchor"></a>Integration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-trapz"><a href="#val-trapz" class="anchor"></a><code><span><span class="keyword">val</span> trapz : <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>trapz f a b</code> computes the integral of <code>f</code> on the interval <code>[a,b]</code> using the trapezoidal rule, i.e. :math:`\int_a^b f(x) dx`.</p><p>Parameters: * <code>f</code>: function to be integrated. * <code>n</code>: the maximum allowed number of steps. The default value is <code>20</code>. * <code>eps</code>: the desired fractional accuracy. The default value is <code>1e-6</code>. * <code>a</code>: lower bound of the integrated interval. * <code>b</code>: upper bound of the integrated interval.</p><p>Returns: * <code>y</code>: the integral of <code>f</code> on <code>[a, b]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-simpson"><a href="#val-simpson" class="anchor"></a><code><span><span class="keyword">val</span> simpson : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_maths_quadrature (owl-base.Owl_maths_quadrature)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script><link rel="stylesheet" href="../../odoc.support/katex.min.css"/><script src="../../odoc.support/katex.min.js"></script><script>
+//<![CDATA[
+
+          document.addEventListener("DOMContentLoaded", function () {
+            var elements = Array.from(document.getElementsByClassName("odoc-katex-math"));
+            for (var i = 0; i < elements.length; i++) {
+              var el = elements[i];
+              var content = el.textContent;
+              var new_el = document.createElement("span");
+              new_el.setAttribute("class", "odoc-katex-math-rendered");
+              var display = el.classList.contains("display");
+              katex.render(content, new_el, { throwOnError: false, displayMode: display });
+              el.replaceWith(new_el);
+            }
+          });
+        
+//]]>
+</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_maths_quadrature</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_maths_quadrature</span></code></h1><p>Numerical Integration</p></header><nav class="odoc-toc"><ul><li><a href="#integration-functions">Integration functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="integration-functions"><a href="#integration-functions" class="anchor"></a>Integration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-trapz"><a href="#val-trapz" class="anchor"></a><code><span><span class="keyword">val</span> trapz : <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>trapz f a b</code> computes the integral of <code>f</code> on the interval <code>[a,b]</code> using the trapezoidal rule, i.e. <code class="odoc-katex-math">\int_a^b f(x) dx</code>.</p><p>Parameters: * <code>f</code>: function to be integrated. * <code>n</code>: the maximum allowed number of steps. The default value is <code>20</code>. * <code>eps</code>: the desired fractional accuracy. The default value is <code>1e-6</code>. * <code>a</code>: lower bound of the integrated interval. * <code>b</code>: upper bound of the integrated interval.</p><p>Returns: * <code>y</code>: the integral of <code>f</code> on <code>[a, b]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-simpson"><a href="#val-simpson" class="anchor"></a><code><span><span class="keyword">val</span> simpson : 
   <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span>
   <span>float <span class="arrow">&#45;&gt;</span></span>
   <span>float <span class="arrow">&#45;&gt;</span></span>
-  float</span></code></div><div class="spec-doc"><p><code>simpson f a b</code> computes the integral of <code>f</code> on the interval <code>[a,b]</code> using the Simpson's rule, i.e. :math:`\int_a^b f(x) dx`.</p><p>Parameters: * <code>f</code>: function to be integrated. * <code>n</code>: the maximum allowed number of steps. The default value is <code>20</code>. * <code>eps</code>: the desired fractional accuracy. The default value is <code>1e-6</code>. * <code>a</code>: lower bound of the integrated interval. * <code>b</code>: upper bound of the integrated interval.</p><p>Returns: * <code>y</code>: the integral of <code>f</code> on <code>[a, b]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-romberg"><a href="#val-romberg" class="anchor"></a><code><span><span class="keyword">val</span> romberg : 
+  float</span></code></div><div class="spec-doc"><p><code>simpson f a b</code> computes the integral of <code>f</code> on the interval <code>[a,b]</code> using the Simpson's rule, i.e. <code class="odoc-katex-math">\int_a^b f(x) dx</code>.</p><p>Parameters: * <code>f</code>: function to be integrated. * <code>n</code>: the maximum allowed number of steps. The default value is <code>20</code>. * <code>eps</code>: the desired fractional accuracy. The default value is <code>1e-6</code>. * <code>a</code>: lower bound of the integrated interval. * <code>b</code>: upper bound of the integrated interval.</p><p>Returns: * <code>y</code>: the integral of <code>f</code> on <code>[a, b]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-romberg"><a href="#val-romberg" class="anchor"></a><code><span><span class="keyword">val</span> romberg : 
   <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span>
   <span>float <span class="arrow">&#45;&gt;</span></span>
   <span>float <span class="arrow">&#45;&gt;</span></span>
-  float</span></code></div><div class="spec-doc"><p><code>romberg f a b</code> computes the integral of <code>f</code> on the interval <code>[a,b]</code> using the Romberg method, i.e. :math:`\int_a^b f(x) dx`. Note that this algorithm is much faster than <code>trapz</code> and <code>simpson</code>.</p><p>Parameters: * <code>f</code>: function to be integrated. * <code>n</code>: the maximum allowed number of steps. The default value is <code>20</code>. * <code>eps</code>: the desired fractional accuracy. The default value is <code>1e-6</code>. * <code>a</code>: lower bound of the integrated interval. * <code>b</code>: upper bound of the integrated interval.</p><p>Returns: * <code>y</code>: the integral of <code>f</code> on <code>[a, b]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_fixed"><a href="#val-gaussian_fixed" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_fixed : <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>gaussian_fixed f a b</code> computes the integral of <code>f</code> on the interval <code>[a,b]</code> using the Gaussian quadrature of fixed order. Note that this algorithm is much faster than others due to cached weights.</p><p>Parameters: * <code>f</code>: function to be integrated. * <code>n</code>: the order of polynomial. The default value is <code>10</code>. * <code>a</code>: lower bound of the integrated interval. * <code>b</code>: upper bound of the integrated interval.</p><p>Returns: * <code>y</code>: the integral of <code>f</code> on <code>[a, b]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  float</span></code></div><div class="spec-doc"><p><code>romberg f a b</code> computes the integral of <code>f</code> on the interval <code>[a,b]</code> using the Romberg method, i.e. <code class="odoc-katex-math">\int_a^b f(x) dx</code>. Note that this algorithm is much faster than <code>trapz</code> and <code>simpson</code>.</p><p>Parameters: * <code>f</code>: function to be integrated. * <code>n</code>: the maximum allowed number of steps. The default value is <code>20</code>. * <code>eps</code>: the desired fractional accuracy. The default value is <code>1e-6</code>. * <code>a</code>: lower bound of the integrated interval. * <code>b</code>: upper bound of the integrated interval.</p><p>Returns: * <code>y</code>: the integral of <code>f</code> on <code>[a, b]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_fixed"><a href="#val-gaussian_fixed" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_fixed : <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>gaussian_fixed f a b</code> computes the integral of <code>f</code> on the interval <code>[a,b]</code> using the Gaussian quadrature of fixed order. Note that this algorithm is much faster than others due to cached weights.</p><p>Parameters: * <code>f</code>: function to be integrated. * <code>n</code>: the order of polynomial. The default value is <code>10</code>. * <code>a</code>: lower bound of the integrated interval. * <code>b</code>: upper bound of the integrated interval.</p><p>Returns: * <code>y</code>: the integral of <code>f</code> on <code>[a, b]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_maths_root/index.html b/docs/owl-base/Owl_maths_root/index.html
index ddd1ea471..e5782fdcc 100644
--- a/docs/owl-base/Owl_maths_root/index.html
+++ b/docs/owl-base/Owl_maths_root/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_maths_root (owl-base.Owl_maths_root)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_maths_root</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_maths_root</span></code></h1><p>Root finding algorithms for nonlinear functions</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li><li><a href="#root-of-univariate-functions">Root of univariate functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-solver"><a href="#type-solver" class="anchor"></a><code><span><span class="keyword">type</span> solver</span><span> = </span></code><ol><li id="type-solver.Bisec" class="def variant constructor anchored"><a href="#type-solver.Bisec" class="anchor"></a><code><span>| </span><span><span class="constructor">Bisec</span></span></code></li><li id="type-solver.FalsePos" class="def variant constructor anchored"><a href="#type-solver.FalsePos" class="anchor"></a><code><span>| </span><span><span class="constructor">FalsePos</span></span></code></li><li id="type-solver.Ridder" class="def variant constructor anchored"><a href="#type-solver.Ridder" class="anchor"></a><code><span>| </span><span><span class="constructor">Ridder</span></span></code></li><li id="type-solver.Brent" class="def variant constructor anchored"><a href="#type-solver.Brent" class="anchor"></a><code><span>| </span><span><span class="constructor">Brent</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type of root functions of univariate functions.</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-fzero"><a href="#val-fzero" class="anchor"></a><code><span><span class="keyword">val</span> fzero : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_maths_root (owl-base.Owl_maths_root)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_maths_root</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_maths_root</span></code></h1><p>Root finding algorithms for nonlinear functions</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li><li><a href="#root-of-univariate-functions">Root of univariate functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-solver"><a href="#type-solver" class="anchor"></a><code><span><span class="keyword">type</span> solver</span><span> = </span></code><ol><li id="type-solver.Bisec" class="def variant constructor anchored"><a href="#type-solver.Bisec" class="anchor"></a><code><span>| </span><span><span class="constructor">Bisec</span></span></code></li><li id="type-solver.FalsePos" class="def variant constructor anchored"><a href="#type-solver.FalsePos" class="anchor"></a><code><span>| </span><span><span class="constructor">FalsePos</span></span></code></li><li id="type-solver.Ridder" class="def variant constructor anchored"><a href="#type-solver.Ridder" class="anchor"></a><code><span>| </span><span><span class="constructor">Ridder</span></span></code></li><li id="type-solver.Brent" class="def variant constructor anchored"><a href="#type-solver.Brent" class="anchor"></a><code><span>| </span><span><span class="constructor">Brent</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type of root functions of univariate functions.</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-fzero"><a href="#val-fzero" class="anchor"></a><code><span><span class="keyword">val</span> fzero : 
   <span><span class="optlabel">?solver</span>:<a href="#type-solver">solver</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_iter</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?xtol</span>:float <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Linalg/index.html
index dcd301752..773e2af45 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Mat/index.html
index 67dc251d3..41b7ee3a6 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Scalar/index.html
index 71a4f9d76..b23bd4f2e 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Scalar/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 358512a61..aaa5a7e2c 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index 0b0e98a21..20ef10b25 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index eadef40b3..93c3d4f97 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index 209750758..36e93c5e2 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html#type-arr">E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html#type-elt">E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html#type-arr">E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html#type-elt">E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index 2fc78c334..b6c1c0796 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span><span> = <a href="../../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html#type-device">E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.device</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span><span> = <a href="../../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html#type-value">E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span><span> = <a href="../../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html#type-device">E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.device</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span><span> = <a href="../../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html#type-value">E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
index afa950937..8dd8af6d6 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-state">E.Graph.Optimiser.Operator.Symbol.Shape.Type.state</a></span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-block">E.Graph.Optimiser.Operator.Symbol.Shape.Type.block</a></span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">E.Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a></span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">E.Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a></span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">E.Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a></span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-op">E.Graph.Optimiser.Operator.Symbol.Shape.Type.op</a></span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-state">E.Graph.Optimiser.Operator.Symbol.Shape.Type.state</a></span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-block">E.Graph.Optimiser.Operator.Symbol.Shape.Type.block</a></span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">E.Graph.Optimiser.Operator.Symbol.Shape.Type.attr</a></span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">E.Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a></span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">E.Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a></span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="../../../../../../../argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-op">E.Graph.Optimiser.Operator.Symbol.Shape.Type.op</a></span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/index.html
index f57f792ae..cf13a7fe8 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Engine</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/index.html
index ecb22cfe8..318b4c30f 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Engine</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/index.html
index 8240bb425..6ac9742b3 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/Operator/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Engine</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Engine</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/index.html
index 78d033c9e..b42ece0f0 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Engine</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_neural_compiler.Make.Engine.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Engine</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/index.html
index adb0e01d5..59d8b9df2 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_neural_compiler.Make.Engine.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Engine</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Engine.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> = <a href="../../argument-1-E/Graph/index.html#type-graph">E.Graph.graph</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_neural_compiler.Make.Engine.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Engine</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Engine.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> = <a href="../../argument-1-E/Graph/index.html#type-graph">E.Graph.graph</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Engine/index.html b/docs/owl-base/Owl_neural_compiler/Make/Engine/index.html
index d851ad82a..707a75eca 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Engine/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Engine/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Engine (owl-base.Owl_neural_compiler.Make.Engine)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Engine</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Engine</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> Optimiser</span><span> = <a href="Graph/Optimiser/index.html">Graph.Optimiser</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> = <a href="../argument-1-E/Graph/index.html#type-graph">E.Graph.graph</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Engine (owl-base.Owl_neural_compiler.Make.Engine)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Engine</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Engine</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> Optimiser</span><span> = <a href="Graph/Optimiser/index.html">Graph.Optimiser</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span><span> = <a href="../argument-1-E/Graph/index.html#type-graph">E.Graph.graph</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Activation/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Activation/index.html
index 53c81403a..3719808c0 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Activation/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Activation/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Activation/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Activation.typ</a></span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Activation/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Activation.typ</a></span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Activation/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Activation.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Add/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Add/index.html
index 745d9c08f..1719860b6 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Add/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Add/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Add/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Add.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AlphaDropout/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AlphaDropout/index.html
index 6e00d2bfe..03cc8fcaf 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AlphaDropout/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AlphaDropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/AlphaDropout/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.AlphaDropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Average/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Average/index.html
index 8f889d8be..b8d64ebb4 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Average/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Average/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Average/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Average.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AvgPool1D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AvgPool1D/index.html
index 2d22f3b7c..e3e2ffe58 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AvgPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/AvgPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.AvgPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AvgPool2D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AvgPool2D/index.html
index 59904673c..d01ff3eb3 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/AvgPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/AvgPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.AvgPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Concatenate/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Concatenate/index.html
index 2b34e1da6..b7baa5e1a 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Concatenate/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Concatenate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Concatenate/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Concatenate.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv1D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv1D/index.html
index 0c403e074..90ab39108 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv1D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Conv1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Conv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv2D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv2D/index.html
index 24501bc7e..18c79489c 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv2D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Conv2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Conv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv3D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv3D/index.html
index a41792e4e..03a426eab 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv3D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Conv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Conv3D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Conv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv1D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv1D/index.html
index 536a20d63..02bd88c93 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv1D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/DilatedConv1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.DilatedConv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv2D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv2D/index.html
index 96ea3b4ca..a590c225e 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv2D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/DilatedConv2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.DilatedConv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv3D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv3D/index.html
index 8a4ecc828..b9ba35050 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv3D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/DilatedConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/DilatedConv3D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.DilatedConv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Dot/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Dot/index.html
index 2fa985a77..42c99b118 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Dot/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Dot/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Dot/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Dot.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Dropout/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Dropout/index.html
index fe1f6c623..0daa97fbd 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Dropout/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Dropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Dropout/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Dropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Embedding/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Embedding/index.html
index ba6221c6b..9309ac20a 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Embedding/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Embedding/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Embedding/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Embedding.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Flatten/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Flatten/index.html
index f935b62c2..b89ffbe60 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Flatten/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Flatten/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Flatten/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Flatten.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/FullyConnected/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/FullyConnected/index.html
index 3595dc6aa..528763c99 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/FullyConnected/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/FullyConnected/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/FullyConnected/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.FullyConnected.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GRU/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GRU/index.html
index a3bf8aeb0..875869b01 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GRU/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GRU/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/GRU/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.GRU.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GaussianDropout/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GaussianDropout/index.html
index 05627f923..bd37568ab 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GaussianDropout/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GaussianDropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/GaussianDropout/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.GaussianDropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GaussianNoise/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GaussianNoise/index.html
index 32ca2684d..a2b8cb241 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GaussianNoise/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GaussianNoise/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/GaussianNoise/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.GaussianNoise.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalAvgPool1D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalAvgPool1D/index.html
index 613a1eadc..c9cb0de28 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalAvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalAvgPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.GlobalAvgPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalAvgPool2D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalAvgPool2D/index.html
index 4df3fcf00..e063f206a 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalAvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalAvgPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.GlobalAvgPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalMaxPool1D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalMaxPool1D/index.html
index 672063721..5488c32ad 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalMaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalMaxPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.GlobalMaxPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalMaxPool2D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalMaxPool2D/index.html
index 5d5d835a6..fd0fd339f 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalMaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/GlobalMaxPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.GlobalMaxPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Init/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Init/index.html
index a5e5fded2..5757b8f18 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Init/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Init/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Init/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Init.typ</a></span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Init/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Init.typ</a></span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Input/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Input/index.html
index 995e9c4dc..7ddee9a8f 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Input/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Input/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Input/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Input.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LSTM/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LSTM/index.html
index 9149937be..502e49ed7 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LSTM/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LSTM/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/LSTM/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.LSTM.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Lambda/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Lambda/index.html
index 896190bf2..a30ec426c 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Lambda/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Lambda/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Lambda/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Lambda.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?out_shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LambdaArray/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LambdaArray/index.html
index ebbe5180a..049e7fdc2 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LambdaArray/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LambdaArray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/LambdaArray/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.LambdaArray.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Linear/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Linear/index.html
index 57ce702cf..31aeb4048 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Linear/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Linear/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Linear/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Linear.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LinearNoBias/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LinearNoBias/index.html
index 14b599d0e..b54a48245 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LinearNoBias/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/LinearNoBias/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/LinearNoBias/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.LinearNoBias.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Masking/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Masking/index.html
index eff0d65c5..2c6024ac6 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Masking/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Masking/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Max/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Max/index.html
index 00d8ae57b..571f0e36c 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Max/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Max/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Max/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Max.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/MaxPool1D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/MaxPool1D/index.html
index d4a022f90..77d7012eb 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/MaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/MaxPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/MaxPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.MaxPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/MaxPool2D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/MaxPool2D/index.html
index 02e608e2e..450012760 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/MaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/MaxPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/MaxPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.MaxPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Mul/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Mul/index.html
index e2f6d8f8f..d29c79130 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Mul/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Mul/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Mul/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Mul.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Normalisation/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Normalisation/index.html
index 4bce76b9b..556d0ede2 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Normalisation/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Normalisation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Normalisation/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Normalisation.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?training</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
index da368378b..77414cd2a 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
index 6b77308bb..ef1eb3c79 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
index 69282f533..4b4d523fb 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/index.html
index 58dd2eb00..1725833a2 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <a href="../../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/index.html#type-arr">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Algodiff.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> =
   <a href="../../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/index.html#type-elt">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Algodiff.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Arr/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Arr/index.html
index 185fcd7c6..31096fa60 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Arr/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/index.html
index bb8be6130..cd756f15f 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index 7bbb48f90..5edaa9309 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
index be3b34d2d..cd748c4fb 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
index 4d1317f55..61a9e3d34 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index a0636ea03..b5fecee96 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
index 0028a463a..65e4bcecb 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
index 140708516..dd1e0a957 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Linalg/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
index 3446d442c..22a769d75 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Mat/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Mat/index.html
index 8fa893690..17205e684 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Maths/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Maths/index.html
index 33f813968..83256793f 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/NN/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/NN/index.html
index daff12cb8..5f0571aef 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/NN/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Neural</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Algodiff/index.html
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-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/index.html#type-t">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Algodiff.t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/index.html#type-t">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Algodiff.t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Batch/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Batch/index.html
index 655260f86..8c0887066 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Batch/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Batch/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Batch.typ</a></span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Batch/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Batch.typ</a></span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Checkpoint/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Checkpoint/index.html
index 909a7f932..df478f318 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Checkpoint/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Checkpoint/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Checkpoint/index.html#type-state">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Checkpoint.state</a></span><span> =
   </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Checkpoint/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Checkpoint.typ</a></span><span> =
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Clipping/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Clipping/index.html
index acbb7eb7f..fcf6bf650 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Clipping/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Clipping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Clipping/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Clipping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Gradient/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Gradient/index.html
index 4ed9d51e6..1e0ded9fe 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Gradient/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Gradient/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Gradient.typ</a></span><span> =
   </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Learning_Rate/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Learning_Rate/index.html
index a9bd92c44..6f9a351da 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Learning_Rate/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Learning_Rate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Learning_Rate/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Learning_Rate.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Loss/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Loss/index.html
index 8ccf64c9e..b19ca03cb 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Loss/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Loss/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Loss.typ</a></span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Loss/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Loss.typ</a></span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Momentum/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Momentum/index.html
index bfc557bac..d29232ec2 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Momentum/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Momentum/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Momentum/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Momentum.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Params/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Params/index.html
index 6a53e6129..7c1c19b43 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Params/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Params/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Params.typ</a></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Params/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Params.typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Regularisation/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Regularisation/index.html
index 5a945a9a9..cfc3a48bf 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Regularisation/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Regularisation/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Regularisation/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Regularisation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Stopping/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Stopping/index.html
index 4c948ea1c..958b9d52f 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Stopping/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Stopping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Optimise/Stopping/index.html#type-typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Optimise.Stopping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Utils/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Utils/index.html
index e056b49d0..1b7f6e512 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Utils/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neural</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/index.html
index c51db26fa..fd04dbd76 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding1D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding1D/index.html
index 8a23828cc..cae834545 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding1D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding2D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding2D/index.html
index 4d7d9439e..3d850044a 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding2D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Padding2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Padding2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding3D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding3D/index.html
index 6bd421031..efd65a78a 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding3D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Padding3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Recurrent/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Recurrent/index.html
index 7a322e3c4..981fa3770 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Recurrent/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Recurrent/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Recurrent/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Recurrent.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Reshape/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Reshape/index.html
index 9bbe7aca2..ddfb6573f 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Reshape/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Reshape/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Reshape/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Reshape.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Slice/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Slice/index.html
index f3ebf156c..b070db803 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Slice/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/Slice/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/Slice/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.Slice.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv1D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv1D/index.html
index 7fe7063fc..29a44d225 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv1D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/TransposeConv1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.TransposeConv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv2D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv2D/index.html
index 1b539ae75..d4c9950f6 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv2D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/TransposeConv2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.TransposeConv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv3D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv3D/index.html
index a72a2b1f1..d0c89026a 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv3D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/TransposeConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/TransposeConv3D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.TransposeConv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling1D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling1D/index.html
index 58c4ece46..8df67c7c1 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling1D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling2D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling2D/index.html
index 2efb86a08..973402b33 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling2D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../Owl_neural_generic/Make_Embedded/Neuron/UpSampling2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Engine).Neuron.UpSampling2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling3D/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling3D/index.html
index c23ceb04d..07d2eab69 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling3D/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/UpSampling3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neural</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/index.html
index 21a2d1efb..ae4371eb7 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/Neuron/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neural</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Neuron</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = <a href="../../../../../Owl_neural_generic/Make_Embedded/Neuron/index.html#type-neuron">Owl_neural_generic.Make_Embedded(Engine).Neuron.neuron</a></span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_compiler.Make.Neural.Graph.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neural</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Neuron</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = <a href="../../../../../Owl_neural_generic/Make_Embedded/Neuron/index.html#type-neuron">Owl_neural_generic.Make_Embedded(Engine).Neuron.neuron</a></span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/index.html
index 690e70feb..1f7c34166 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_neural_compiler.Make.Neural.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neural</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Neural.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = <a href="../../../../Owl_neural_generic/Make_Embedded/index.html#type-node">Owl_neural_generic.Make_Embedded(Engine).node</a></span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> = <a href="../../../../Owl_neural_generic/Make_Embedded/index.html#type-network">Owl_neural_generic.Make_Embedded(Engine).network</a></span><span> = </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_neural_compiler.Make.Neural.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neural</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Neural.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = <a href="../../../../Owl_neural_generic/Make_Embedded/index.html#type-node">Owl_neural_generic.Make_Embedded(Engine).node</a></span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> = <a href="../../../../Owl_neural_generic/Make_Embedded/index.html#type-network">Owl_neural_generic.Make_Embedded(Engine).network</a></span><span> = </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?train</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/Neural/index.html b/docs/owl-base/Owl_neural_compiler/Make/Neural/index.html
index d65125cdf..0de78320e 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/Neural/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/Neural/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neural (owl-base.Owl_neural_compiler.Make.Neural)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Neural</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Neural</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="Graph/Neuron/Optimise/index.html">Graph.Neuron.Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="Graph/Neuron/Optimise/Algodiff/index.html">Graph.Neuron.Optimise.Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> Init</span><span> = <a href="Graph/Neuron/Init/index.html">Graph.Neuron.Init</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> Activation</span><span> = <a href="Graph/Neuron/Activation/index.html">Graph.Neuron.Activation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> Params</span><span> = <a href="Graph/Neuron/Optimise/Params/index.html">Graph.Neuron.Optimise.Params</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> Batch</span><span> = <a href="Graph/Neuron/Optimise/Batch/index.html">Graph.Neuron.Optimise.Batch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> Learning_Rate</span><span> = <a href="Graph/Neuron/Optimise/Learning_Rate/index.html">Graph.Neuron.Optimise.Learning_Rate</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> Loss</span><span> = <a href="Graph/Neuron/Optimise/Loss/index.html">Graph.Neuron.Optimise.Loss</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> Gradient</span><span> = <a href="Graph/Neuron/Optimise/Gradient/index.html">Graph.Neuron.Optimise.Gradient</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> Momentum</span><span> = <a href="Graph/Neuron/Optimise/Momentum/index.html">Graph.Neuron.Optimise.Momentum</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> Regularisation</span><span> = <a href="Graph/Neuron/Optimise/Regularisation/index.html">Graph.Neuron.Optimise.Regularisation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> Clipping</span><span> = <a href="Graph/Neuron/Optimise/Clipping/index.html">Graph.Neuron.Optimise.Clipping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> Stopping</span><span> = <a href="Graph/Neuron/Optimise/Stopping/index.html">Graph.Neuron.Optimise.Stopping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> Checkpoint</span><span> = <a href="Graph/Neuron/Optimise/Checkpoint/index.html">Graph.Neuron.Optimise.Checkpoint</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neural (owl-base.Owl_neural_compiler.Make.Neural)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Neural</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Neural</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="Graph/Neuron/Optimise/index.html">Graph.Neuron.Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="Graph/Neuron/Optimise/Algodiff/index.html">Graph.Neuron.Optimise.Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> Init</span><span> = <a href="Graph/Neuron/Init/index.html">Graph.Neuron.Init</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> Activation</span><span> = <a href="Graph/Neuron/Activation/index.html">Graph.Neuron.Activation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> Params</span><span> = <a href="Graph/Neuron/Optimise/Params/index.html">Graph.Neuron.Optimise.Params</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> Batch</span><span> = <a href="Graph/Neuron/Optimise/Batch/index.html">Graph.Neuron.Optimise.Batch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> Learning_Rate</span><span> = <a href="Graph/Neuron/Optimise/Learning_Rate/index.html">Graph.Neuron.Optimise.Learning_Rate</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> Loss</span><span> = <a href="Graph/Neuron/Optimise/Loss/index.html">Graph.Neuron.Optimise.Loss</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> Gradient</span><span> = <a href="Graph/Neuron/Optimise/Gradient/index.html">Graph.Neuron.Optimise.Gradient</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> Momentum</span><span> = <a href="Graph/Neuron/Optimise/Momentum/index.html">Graph.Neuron.Optimise.Momentum</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> Regularisation</span><span> = <a href="Graph/Neuron/Optimise/Regularisation/index.html">Graph.Neuron.Optimise.Regularisation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> Clipping</span><span> = <a href="Graph/Neuron/Optimise/Clipping/index.html">Graph.Neuron.Optimise.Clipping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> Stopping</span><span> = <a href="Graph/Neuron/Optimise/Stopping/index.html">Graph.Neuron.Optimise.Stopping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> Checkpoint</span><span> = <a href="Graph/Neuron/Optimise/Checkpoint/index.html">Graph.Neuron.Optimise.Checkpoint</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Linalg/index.html
index aefb30a8a..dd6cd31a6 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">E</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">E</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Mat/index.html
index a8f947b2b..86d132a9a 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">E</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">E</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Scalar/index.html
index c3ae19351..90672a552 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">E</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">E</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index b0370e60f..085fb2961 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index dd897959c..6e860ec2e 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index 0acdd19f3..3228fe114 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index 94999b2e1..33daf8913 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index dd364115a..411d00aad 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
index fd80e3e0a..65d9934b8 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../../index.html">E</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/index.html
index 2caabb3ea..35a02d96e 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">E</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">E</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/index.html
index 221979b8a..80338cd9b 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">E</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">E</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/index.html
index ca1cbf954..08e9c5393 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">E</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">E</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/index.html
index 259d3e902..533e42730 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">E</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_neural_compiler.Make.E.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">E</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/index.html
index adab5c0f5..babb9ad75 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_neural_compiler.Make.E.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">E</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>E.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_neural_compiler.Make.E.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">E</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>E.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/index.html b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/index.html
index effa7965c..3723a5dd1 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/argument-1-E/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>E (owl-base.Owl_neural_compiler.Make.E)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; E</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.E</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-evaluation-functions-of-the-engine">Core evaluation functions of the engine</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <a href="../../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h6 id="core-evaluation-functions-of-the-engine"><a href="#core-evaluation-functions-of-the-engine" class="anchor"></a>Core evaluation functions of the engine</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>E (owl-base.Owl_neural_compiler.Make.E)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_compiler</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; E</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.E</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-evaluation-functions-of-the-engine">Core evaluation functions of the engine</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <a href="../../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h6 id="core-evaluation-functions-of-the-engine"><a href="#core-evaluation-functions-of-the-engine" class="anchor"></a>Core evaluation functions of the engine</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_compiler/Make/index.html b/docs/owl-base/Owl_neural_compiler/Make/index.html
index 324a66ff5..6151addd7 100644
--- a/docs/owl-base/Owl_neural_compiler/Make/index.html
+++ b/docs/owl-base/Owl_neural_compiler/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_neural_compiler.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_compiler</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_compiler.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-E"><a href="#argument-1-E" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-E/index.html">E</a></span><span> : <a href="../../Owl_types_computation_engine/module-type-Sig/index.html">Owl_types_computation_engine.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Engine"><a href="#module-Engine" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Engine/index.html">Engine</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Neural"><a href="#module-Neural" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neural/index.html">Neural</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><p>Naive compilation functions, need to pass in loss function</p><div class="odoc-spec"><div class="spec value anchored" id="val-compile_simple"><a href="#val-compile_simple" class="anchor"></a><code><span><span class="keyword">val</span> compile_simple : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_neural_compiler.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_compiler</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_compiler.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-E"><a href="#argument-1-E" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-E/index.html">E</a></span><span> : <a href="../../Owl_types_computation_engine/module-type-Sig/index.html">Owl_types_computation_engine.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Engine"><a href="#module-Engine" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Engine/index.html">Engine</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Neural"><a href="#module-Neural" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neural/index.html">Neural</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><p>Naive compilation functions, need to pass in loss function</p><div class="odoc-spec"><div class="spec value anchored" id="val-compile_simple"><a href="#val-compile_simple" class="anchor"></a><code><span><span class="keyword">val</span> compile_simple : 
   <span><a href="Neural/Graph/index.html#type-network">Neural.Graph.network</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Neural/Graph/Neuron/Optimise/Algodiff/index.html#type-t">Neural.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_compiler/index.html b/docs/owl-base/Owl_neural_compiler/index.html
index 3467d643f..a940b61ef 100644
--- a/docs/owl-base/Owl_neural_compiler/index.html
+++ b/docs/owl-base/Owl_neural_compiler/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_compiler (owl-base.Owl_neural_compiler)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_compiler</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_compiler</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-E/index.html">E</a> : <a href="../Owl_types_computation_engine/module-type-Sig/index.html">Owl_types_computation_engine.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_compiler (owl-base.Owl_neural_compiler)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_compiler</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_compiler</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-E/index.html">E</a> : <a href="../Owl_types_computation_engine/module-type-Sig/index.html">Owl_types_computation_engine.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Activation/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Activation/index.html
index 53e9a7c93..10353e088 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Activation/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Activation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of activation functions.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Run one specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of a specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of activation functions.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Run one specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of a specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Add/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Add/index.html
index c3aa4a7b2..b36995c90 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Add/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Add/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/AlphaDropout/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/AlphaDropout/index.html
index 1ffb76456..6934c9284 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/AlphaDropout/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/AlphaDropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Average/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Average/index.html
index 4516f369b..ffe3938a6 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Average/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Average/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/AvgPool1D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/AvgPool1D/index.html
index a07db896c..2a6fbfc4c 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/AvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/AvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/AvgPool2D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/AvgPool2D/index.html
index e4114d70f..bb432294d 100644
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Concatenate/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Concatenate/index.html
index ecf52ab88..179faa254 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Concatenate/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Concatenate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv1D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv1D/index.html
index 9998c62f3..3023db988 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv2D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv2D/index.html
index d4ed78ea1..a2a6950e9 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv3D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv3D/index.html
index 0dd539b93..26a9e6ac8 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Conv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv1D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv1D/index.html
index 8e60ba86a..fc0a2ec74 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv2D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv2D/index.html
index cb07fcd13..a2ebeb1a6 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv3D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv3D/index.html
index 2831b1c51..388b42bc3 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/DilatedConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Dot/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Dot/index.html
index 3a381d8ce..db38e1071 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Dot/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Dot/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Dropout/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Dropout/index.html
index 53160573a..e2bd77c66 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Dropout/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Dropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Embedding/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Embedding/index.html
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+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Embedding/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Flatten/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Flatten/index.html
index 002c81b65..2f6ad4c71 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Flatten/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Flatten/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/FullyConnected/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/FullyConnected/index.html
index 6e903340e..632c90eae 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/FullyConnected/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/FullyConnected/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GRU/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GRU/index.html
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GaussianDropout/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GaussianDropout/index.html
index 02f604072..a9381b72e 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GaussianDropout/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GaussianDropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GaussianNoise/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GaussianNoise/index.html
index 64c09dd05..f404ff574 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GaussianNoise/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GaussianNoise/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalAvgPool1D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalAvgPool1D/index.html
index bb3958257..53c93e9c2 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalAvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalAvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalAvgPool2D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalAvgPool2D/index.html
index d8a806006..4bbac782b 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalAvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalAvgPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalMaxPool1D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalMaxPool1D/index.html
index 73488beb7..c9ea9e8bc 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalMaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalMaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalMaxPool2D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalMaxPool2D/index.html
index acc0c746d..566211bb1 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalMaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/GlobalMaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Init/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Init/index.html
index 52fcf9355..21f5f95f5 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Init/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Init/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Initialisation types</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Calculate fan-in and fan-out of weights.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Initialisation types</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Calculate fan-in and fan-out of weights.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Input/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Input/index.html
index a5cce957c..3f97447d8 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Input/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Input/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/LSTM/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/LSTM/index.html
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Lambda/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Lambda/index.html
index 670e5fe81..e2149e038 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Lambda/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Lambda/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?out_shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/LambdaArray/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/LambdaArray/index.html
index 153aa2ccd..8a87d59fb 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/LambdaArray/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/LambdaArray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Linear/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Linear/index.html
index e2353fbe1..b0a32e6ac 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Linear/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Linear/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/LinearNoBias/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/LinearNoBias/index.html
index b583648c6..77777a945 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/LinearNoBias/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/LinearNoBias/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Masking/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Masking/index.html
index c2fd0c770..60deeee07 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Masking/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Masking/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Max/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Max/index.html
index 080c2daa2..e22ebd02a 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Max/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Max/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/MaxPool1D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/MaxPool1D/index.html
index 35b15ff4a..c1e780cfa 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/MaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/MaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/MaxPool2D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/MaxPool2D/index.html
index 73b49ab7e..2118beed5 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/MaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/MaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Mul/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Mul/index.html
index 6f4ba5326..702f096e5 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Mul/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Mul/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Normalisation/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Normalisation/index.html
index 833956f12..f6b2662be 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Normalisation/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Normalisation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?training</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?decay</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?mu</span>:<a href="../Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
index fbe8ccf12..2383d7c1d 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Mat/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
index 80949d241..7530c9c82 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
index d53f55151..772e45804 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/index.html
index 90ff98937..9fde90b67 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Arr/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Arr/index.html
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/index.html
index aeec677e7..9f8fcefbb 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index 5f107d682..82f7eaaec 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
index 707811633..b5d98e2d7 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
index e7294f9eb..9383f446b 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index 22f7e6e56..89bb2e2d9 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
index 7cdc688ba..865637e44 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
index ea141d1ea..2a74baf01 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Linalg/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Linalg/index.html
index 673cc7830..e291bb378 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Mat/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Mat/index.html
index 5d55d8c50..a28d4a55d 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Maths/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Maths/index.html
index 76f60a7c0..5aa340bab 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/NN/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/NN/index.html
index e6217e5bb..b976629b9 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/NN/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Flatten</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/index.html
index e7a2dbfa3..ca1e3605b 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Algodiff/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Batch/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Batch/index.html
index e4270439d..bc7314ac9 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Batch/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Checkpoint/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Checkpoint/index.html
index 8aa600c76..72ceb8399 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Checkpoint/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Checkpoint/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Clipping/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Clipping/index.html
index 2ec116c5f..43b639d70 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Clipping/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Clipping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Gradient/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Gradient/index.html
index c6c957313..f8772dfb7 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Gradient/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Learning_Rate/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Learning_Rate/index.html
index dd840e0b7..5ca319917 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Learning_Rate/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Learning_Rate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Loss/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Loss/index.html
index c0555839a..c06b8bc2e 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Loss/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Momentum/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Momentum/index.html
index 1fcd3957b..1ed9f97ff 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Momentum/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Momentum/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Params/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Params/index.html
index ef27f831f..a11da0a98 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Params/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Regularisation/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Regularisation/index.html
index b0743b366..cf61579ee 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Regularisation/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Regularisation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Stopping/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Stopping/index.html
index 5271e9454..7a8f8c9fc 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Stopping/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Stopping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Utils/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Utils/index.html
index d6cab4a04..d14906faf 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Utils/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Flatten</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/index.html
index ba34bf0f7..b62f8d673 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
@@ -28,4 +28,4 @@
   <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>This function is minimize the weights in a compiled neural network of graph structure.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding1D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding1D/index.html
index 71e937232..f17c23a5e 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding2D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding2D/index.html
index e0baec205..950cdf9db 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding3D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding3D/index.html
index 7c00a9291..534547c1b 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Padding3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Recurrent/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Recurrent/index.html
index eaab9ead0..835746e46 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Recurrent/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Recurrent/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Reshape/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Reshape/index.html
index caea5dbf1..03c89e331 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Reshape/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Reshape/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Slice/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Slice/index.html
index 5d7854b57..8315a7517 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Slice/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/Slice/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><p>Neuron type definition.</p><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><p>Neuron type definition.</p><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv1D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv1D/index.html
index 48daf4d95..d15577e59 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv2D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv2D/index.html
index 31fcc753e..7d219ccce 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv3D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv3D/index.html
index b1053412a..3ba3a180a 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/TransposeConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling1D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling1D/index.html
index c6935a46a..d7abc3844 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling2D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling2D/index.html
index 84aa409db..c2cf77fd3 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling3D/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling3D/index.html
index cd0709cda..64a4a317d 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/UpSampling3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_generic.Flatten.Graph.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Flatten</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/index.html
index 4f964855f..9504e7ba0 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/Neuron/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_generic.Flatten.Graph.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Flatten</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Neuron</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#init-neuron">Init neuron</a></li><li><a href="#input-neuron">Input neuron</a></li><li><a href="#activation-neuron">Activation neuron</a></li><li><a href="#linear-neuron">Linear neuron</a></li><li><a href="#linearnobias-neuron">LinearNoBias neuron</a></li><li><a href="#recurrent-neuron">Recurrent neuron</a></li><li><a href="#lstm-neuron">LSTM neuron</a></li><li><a href="#gru-neuron">GRU neuron</a></li><li><a href="#conv1d-neuron">Conv1D neuron</a></li><li><a href="#conv2d-neuron">Conv2D neuron</a></li><li><a href="#conv3d-neuron">Conv3D neuron</a></li><li><a href="#dilatedconv1d-neuron">DilatedConv1D neuron</a></li><li><a href="#dilatedconv2d-neuron">DilatedConv2D neuron</a></li><li><a href="#dilatedconv3d-neuron">DilatedConv3D neuron</a></li><li><a href="#transposeconv1d-neuron">TransposeConv1D neuron</a></li><li><a href="#transposeconv2d-neuron">TransposeConv2D neuron</a></li><li><a href="#transposeconv3d-neuron">TransposeConv3D neuron</a></li><li><a href="#fullyconnected-neuron">FullyConnected neuron</a></li><li><a href="#maxpool1d-neuron">MaxPool1D neuron</a></li><li><a href="#maxpool2d-neuron">MaxPool2D neuron</a></li><li><a href="#avgpool1d-neuron">AvgPool1D neuron</a></li><li><a href="#avgpool2d-neuron">AvgPool2D neuron</a></li><li><a href="#globalmaxpool1d-neuron">GlobalMaxPool1D neuron</a></li><li><a href="#globalmaxpool2d-neuron">GlobalMaxPool2D neuron</a></li><li><a href="#globalavgpool1d-neuron">GlobalAvgPool1D neuron</a></li><li><a href="#globalavgpool2d-neuron">GlobalAvgPool2D neuron</a></li><li><a href="#upsampling1d-neuron">UpSampling1D neuron</a></li><li><a href="#upsampling2d-neuron">UpSampling2D neuron</a></li><li><a href="#upsampling3d-neuron">UpSampling3D neuron</a></li><li><a href="#padding1d-neuron">Padding1D neuron</a></li><li><a href="#padding2d-neuron">Padding2D neuron</a></li><li><a href="#padding3d-neuron">Padding3D neuron</a></li><li><a href="#lambda-neuron">Lambda neuron</a></li><li><a href="#lambdaarray-neuron">LambdaArray neuron</a></li><li><a href="#dropout-neuron">Dropout neuron</a></li><li><a href="#reshape-neuron">Reshape neuron</a></li><li><a href="#flatten-neuron">Flatten neuron</a></li><li><a href="#slice-neuron">Slice neuron</a></li><li><a href="#add-neuron">Add neuron</a></li><li><a href="#mul-neuron">Mul neuron</a></li><li><a href="#dot-neuron">Dot neuron</a></li><li><a href="#max-neuron">Max neuron</a></li><li><a href="#average-neuron">Average neuron</a></li><li><a href="#concatenate-neuron">Concatenate neuron</a></li><li><a href="#normalisation-neuron">Normalisation neuron</a></li><li><a href="#gaussiannoise-neuron">GaussianNoise neuron</a></li><li><a href="#gaussiandropout-neuron">GaussianDropout neuron</a></li><li><a href="#alphadropout-neuron">AlphaDropout neuron</a></li><li><a href="#embedding-neuron">Embedding neuron</a></li><li><a href="#masking-neuron">Masking neuron</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <a href="../../../../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h6 id="init-neuron"><a href="#init-neuron" class="anchor"></a>Init neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="input-neuron"><a href="#input-neuron" class="anchor"></a>Input neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="activation-neuron"><a href="#activation-neuron" class="anchor"></a>Activation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linear-neuron"><a href="#linear-neuron" class="anchor"></a>Linear neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linearnobias-neuron"><a href="#linearnobias-neuron" class="anchor"></a>LinearNoBias neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="recurrent-neuron"><a href="#recurrent-neuron" class="anchor"></a>Recurrent neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lstm-neuron"><a href="#lstm-neuron" class="anchor"></a>LSTM neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gru-neuron"><a href="#gru-neuron" class="anchor"></a>GRU neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv1d-neuron"><a href="#conv1d-neuron" class="anchor"></a>Conv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv2d-neuron"><a href="#conv2d-neuron" class="anchor"></a>Conv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv3d-neuron"><a href="#conv3d-neuron" class="anchor"></a>Conv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv1d-neuron"><a href="#dilatedconv1d-neuron" class="anchor"></a>DilatedConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv2d-neuron"><a href="#dilatedconv2d-neuron" class="anchor"></a>DilatedConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv3d-neuron"><a href="#dilatedconv3d-neuron" class="anchor"></a>DilatedConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv1d-neuron"><a href="#transposeconv1d-neuron" class="anchor"></a>TransposeConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv2d-neuron"><a href="#transposeconv2d-neuron" class="anchor"></a>TransposeConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv3d-neuron"><a href="#transposeconv3d-neuron" class="anchor"></a>TransposeConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="fullyconnected-neuron"><a href="#fullyconnected-neuron" class="anchor"></a>FullyConnected neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool1d-neuron"><a href="#maxpool1d-neuron" class="anchor"></a>MaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool2d-neuron"><a href="#maxpool2d-neuron" class="anchor"></a>MaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool1d-neuron"><a href="#avgpool1d-neuron" class="anchor"></a>AvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool2d-neuron"><a href="#avgpool2d-neuron" class="anchor"></a>AvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool1d-neuron"><a href="#globalmaxpool1d-neuron" class="anchor"></a>GlobalMaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool2d-neuron"><a href="#globalmaxpool2d-neuron" class="anchor"></a>GlobalMaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool1d-neuron"><a href="#globalavgpool1d-neuron" class="anchor"></a>GlobalAvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool2d-neuron"><a href="#globalavgpool2d-neuron" class="anchor"></a>GlobalAvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling1d-neuron"><a href="#upsampling1d-neuron" class="anchor"></a>UpSampling1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling2d-neuron"><a href="#upsampling2d-neuron" class="anchor"></a>UpSampling2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling3d-neuron"><a href="#upsampling3d-neuron" class="anchor"></a>UpSampling3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding1d-neuron"><a href="#padding1d-neuron" class="anchor"></a>Padding1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding2d-neuron"><a href="#padding2d-neuron" class="anchor"></a>Padding2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding3d-neuron"><a href="#padding3d-neuron" class="anchor"></a>Padding3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambda-neuron"><a href="#lambda-neuron" class="anchor"></a>Lambda neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambdaarray-neuron"><a href="#lambdaarray-neuron" class="anchor"></a>LambdaArray neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dropout-neuron"><a href="#dropout-neuron" class="anchor"></a>Dropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="reshape-neuron"><a href="#reshape-neuron" class="anchor"></a>Reshape neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="flatten-neuron"><a href="#flatten-neuron" class="anchor"></a>Flatten neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="slice-neuron"><a href="#slice-neuron" class="anchor"></a>Slice neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="add-neuron"><a href="#add-neuron" class="anchor"></a>Add neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="mul-neuron"><a href="#mul-neuron" class="anchor"></a>Mul neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dot-neuron"><a href="#dot-neuron" class="anchor"></a>Dot neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="max-neuron"><a href="#max-neuron" class="anchor"></a>Max neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="average-neuron"><a href="#average-neuron" class="anchor"></a>Average neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="concatenate-neuron"><a href="#concatenate-neuron" class="anchor"></a>Concatenate neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="normalisation-neuron"><a href="#normalisation-neuron" class="anchor"></a>Normalisation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiannoise-neuron"><a href="#gaussiannoise-neuron" class="anchor"></a>GaussianNoise neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiandropout-neuron"><a href="#gaussiandropout-neuron" class="anchor"></a>GaussianDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="alphadropout-neuron"><a href="#alphadropout-neuron" class="anchor"></a>AlphaDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="embedding-neuron"><a href="#embedding-neuron" class="anchor"></a>Embedding neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="masking-neuron"><a href="#masking-neuron" class="anchor"></a>Masking neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of neuron.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Get both input and output shapes of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the input shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the output shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the trainable parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primal values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update trainable parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Load both trainable and non-trainable parameters into the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble both trainable and non-trainable parameters of the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_generic.Flatten.Graph.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Flatten</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Neuron</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#init-neuron">Init neuron</a></li><li><a href="#input-neuron">Input neuron</a></li><li><a href="#activation-neuron">Activation neuron</a></li><li><a href="#linear-neuron">Linear neuron</a></li><li><a href="#linearnobias-neuron">LinearNoBias neuron</a></li><li><a href="#recurrent-neuron">Recurrent neuron</a></li><li><a href="#lstm-neuron">LSTM neuron</a></li><li><a href="#gru-neuron">GRU neuron</a></li><li><a href="#conv1d-neuron">Conv1D neuron</a></li><li><a href="#conv2d-neuron">Conv2D neuron</a></li><li><a href="#conv3d-neuron">Conv3D neuron</a></li><li><a href="#dilatedconv1d-neuron">DilatedConv1D neuron</a></li><li><a href="#dilatedconv2d-neuron">DilatedConv2D neuron</a></li><li><a href="#dilatedconv3d-neuron">DilatedConv3D neuron</a></li><li><a href="#transposeconv1d-neuron">TransposeConv1D neuron</a></li><li><a href="#transposeconv2d-neuron">TransposeConv2D neuron</a></li><li><a href="#transposeconv3d-neuron">TransposeConv3D neuron</a></li><li><a href="#fullyconnected-neuron">FullyConnected neuron</a></li><li><a href="#maxpool1d-neuron">MaxPool1D neuron</a></li><li><a href="#maxpool2d-neuron">MaxPool2D neuron</a></li><li><a href="#avgpool1d-neuron">AvgPool1D neuron</a></li><li><a href="#avgpool2d-neuron">AvgPool2D neuron</a></li><li><a href="#globalmaxpool1d-neuron">GlobalMaxPool1D neuron</a></li><li><a href="#globalmaxpool2d-neuron">GlobalMaxPool2D neuron</a></li><li><a href="#globalavgpool1d-neuron">GlobalAvgPool1D neuron</a></li><li><a href="#globalavgpool2d-neuron">GlobalAvgPool2D neuron</a></li><li><a href="#upsampling1d-neuron">UpSampling1D neuron</a></li><li><a href="#upsampling2d-neuron">UpSampling2D neuron</a></li><li><a href="#upsampling3d-neuron">UpSampling3D neuron</a></li><li><a href="#padding1d-neuron">Padding1D neuron</a></li><li><a href="#padding2d-neuron">Padding2D neuron</a></li><li><a href="#padding3d-neuron">Padding3D neuron</a></li><li><a href="#lambda-neuron">Lambda neuron</a></li><li><a href="#lambdaarray-neuron">LambdaArray neuron</a></li><li><a href="#dropout-neuron">Dropout neuron</a></li><li><a href="#reshape-neuron">Reshape neuron</a></li><li><a href="#flatten-neuron">Flatten neuron</a></li><li><a href="#slice-neuron">Slice neuron</a></li><li><a href="#add-neuron">Add neuron</a></li><li><a href="#mul-neuron">Mul neuron</a></li><li><a href="#dot-neuron">Dot neuron</a></li><li><a href="#max-neuron">Max neuron</a></li><li><a href="#average-neuron">Average neuron</a></li><li><a href="#concatenate-neuron">Concatenate neuron</a></li><li><a href="#normalisation-neuron">Normalisation neuron</a></li><li><a href="#gaussiannoise-neuron">GaussianNoise neuron</a></li><li><a href="#gaussiandropout-neuron">GaussianDropout neuron</a></li><li><a href="#alphadropout-neuron">AlphaDropout neuron</a></li><li><a href="#embedding-neuron">Embedding neuron</a></li><li><a href="#masking-neuron">Masking neuron</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <a href="../../../../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h6 id="init-neuron"><a href="#init-neuron" class="anchor"></a>Init neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="input-neuron"><a href="#input-neuron" class="anchor"></a>Input neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="activation-neuron"><a href="#activation-neuron" class="anchor"></a>Activation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linear-neuron"><a href="#linear-neuron" class="anchor"></a>Linear neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linearnobias-neuron"><a href="#linearnobias-neuron" class="anchor"></a>LinearNoBias neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="recurrent-neuron"><a href="#recurrent-neuron" class="anchor"></a>Recurrent neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lstm-neuron"><a href="#lstm-neuron" class="anchor"></a>LSTM neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gru-neuron"><a href="#gru-neuron" class="anchor"></a>GRU neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv1d-neuron"><a href="#conv1d-neuron" class="anchor"></a>Conv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv2d-neuron"><a href="#conv2d-neuron" class="anchor"></a>Conv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv3d-neuron"><a href="#conv3d-neuron" class="anchor"></a>Conv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv1d-neuron"><a href="#dilatedconv1d-neuron" class="anchor"></a>DilatedConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv2d-neuron"><a href="#dilatedconv2d-neuron" class="anchor"></a>DilatedConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv3d-neuron"><a href="#dilatedconv3d-neuron" class="anchor"></a>DilatedConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv1d-neuron"><a href="#transposeconv1d-neuron" class="anchor"></a>TransposeConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv2d-neuron"><a href="#transposeconv2d-neuron" class="anchor"></a>TransposeConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv3d-neuron"><a href="#transposeconv3d-neuron" class="anchor"></a>TransposeConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="fullyconnected-neuron"><a href="#fullyconnected-neuron" class="anchor"></a>FullyConnected neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool1d-neuron"><a href="#maxpool1d-neuron" class="anchor"></a>MaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool2d-neuron"><a href="#maxpool2d-neuron" class="anchor"></a>MaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool1d-neuron"><a href="#avgpool1d-neuron" class="anchor"></a>AvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool2d-neuron"><a href="#avgpool2d-neuron" class="anchor"></a>AvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool1d-neuron"><a href="#globalmaxpool1d-neuron" class="anchor"></a>GlobalMaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool2d-neuron"><a href="#globalmaxpool2d-neuron" class="anchor"></a>GlobalMaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool1d-neuron"><a href="#globalavgpool1d-neuron" class="anchor"></a>GlobalAvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool2d-neuron"><a href="#globalavgpool2d-neuron" class="anchor"></a>GlobalAvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling1d-neuron"><a href="#upsampling1d-neuron" class="anchor"></a>UpSampling1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling2d-neuron"><a href="#upsampling2d-neuron" class="anchor"></a>UpSampling2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling3d-neuron"><a href="#upsampling3d-neuron" class="anchor"></a>UpSampling3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding1d-neuron"><a href="#padding1d-neuron" class="anchor"></a>Padding1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding2d-neuron"><a href="#padding2d-neuron" class="anchor"></a>Padding2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding3d-neuron"><a href="#padding3d-neuron" class="anchor"></a>Padding3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambda-neuron"><a href="#lambda-neuron" class="anchor"></a>Lambda neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambdaarray-neuron"><a href="#lambdaarray-neuron" class="anchor"></a>LambdaArray neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dropout-neuron"><a href="#dropout-neuron" class="anchor"></a>Dropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="reshape-neuron"><a href="#reshape-neuron" class="anchor"></a>Reshape neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="flatten-neuron"><a href="#flatten-neuron" class="anchor"></a>Flatten neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="slice-neuron"><a href="#slice-neuron" class="anchor"></a>Slice neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="add-neuron"><a href="#add-neuron" class="anchor"></a>Add neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="mul-neuron"><a href="#mul-neuron" class="anchor"></a>Mul neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dot-neuron"><a href="#dot-neuron" class="anchor"></a>Dot neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="max-neuron"><a href="#max-neuron" class="anchor"></a>Max neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="average-neuron"><a href="#average-neuron" class="anchor"></a>Average neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="concatenate-neuron"><a href="#concatenate-neuron" class="anchor"></a>Concatenate neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="normalisation-neuron"><a href="#normalisation-neuron" class="anchor"></a>Normalisation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiannoise-neuron"><a href="#gaussiannoise-neuron" class="anchor"></a>GaussianNoise neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiandropout-neuron"><a href="#gaussiandropout-neuron" class="anchor"></a>GaussianDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="alphadropout-neuron"><a href="#alphadropout-neuron" class="anchor"></a>AlphaDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="embedding-neuron"><a href="#embedding-neuron" class="anchor"></a>Embedding neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="masking-neuron"><a href="#masking-neuron" class="anchor"></a>Masking neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of neuron.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Get both input and output shapes of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the input shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the output shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the trainable parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primal values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update trainable parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Load both trainable and non-trainable parameters into the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble both trainable and non-trainable parameters of the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/index.html b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/index.html
index feaff5850..60cb12b7e 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/argument-1-Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_neural_generic.Flatten.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../index.html">Flatten</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Parameter <code><span>Flatten.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#manipulate-networks">Manipulate networks</a></li><li><a href="#interface-to-optimisation-engine">Interface to optimisation engine</a></li><li><a href="#create-neurons">Create Neurons</a></li><li><a href="#helper-functions">Helper functions</a></li><li><a href="#train-networks">Train Networks</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <a href="../../../Owl_neural_neuron_sig/module-type-Sig/index.html">Owl_neural_neuron_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> = </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a node and a neural network.</p></div></div><h6 id="manipulate-networks"><a href="#manipulate-networks" class="anchor"></a>Manipulate networks</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div><div class="spec-doc"><p>Create an empty neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_neural_generic.Flatten.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../index.html">Flatten</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Parameter <code><span>Flatten.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#manipulate-networks">Manipulate networks</a></li><li><a href="#interface-to-optimisation-engine">Interface to optimisation engine</a></li><li><a href="#create-neurons">Create Neurons</a></li><li><a href="#helper-functions">Helper functions</a></li><li><a href="#train-networks">Train Networks</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <a href="../../../Owl_neural_neuron_sig/module-type-Sig/index.html">Owl_neural_neuron_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> = </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a node and a neural network.</p></div></div><h6 id="manipulate-networks"><a href="#manipulate-networks" class="anchor"></a>Manipulate networks</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div><div class="spec-doc"><p>Create an empty neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?train</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Flatten/index.html b/docs/owl-base/Owl_neural_generic/Flatten/index.html
index 353b12533..af30e307a 100644
--- a/docs/owl-base/Owl_neural_generic/Flatten/index.html
+++ b/docs/owl-base/Owl_neural_generic/Flatten/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_generic.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_generic</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_generic.Flatten</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Graph"><a href="#argument-1-Graph" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Graph/index.html">Graph</a></span><span> : <a href="../../Owl_neural_graph_sig/module-type-Sig/index.html">Owl_neural_graph_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> Graph</span><span> = <a href="argument-1-Graph/index.html">Graph</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="argument-1-Graph/Neuron/Optimise/index.html">Graph.Neuron.Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Algodiff/index.html">Graph.Neuron.Optimise.Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> Init</span><span> = <a href="argument-1-Graph/Neuron/Init/index.html">Graph.Neuron.Init</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> Activation</span><span> = <a href="argument-1-Graph/Neuron/Activation/index.html">Graph.Neuron.Activation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> Params</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Params/index.html">Graph.Neuron.Optimise.Params</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> Batch</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Batch/index.html">Graph.Neuron.Optimise.Batch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> Learning_Rate</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Learning_Rate/index.html">Graph.Neuron.Optimise.Learning_Rate</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> Loss</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Loss/index.html">Graph.Neuron.Optimise.Loss</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> Gradient</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Gradient/index.html">Graph.Neuron.Optimise.Gradient</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> Momentum</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Momentum/index.html">Graph.Neuron.Optimise.Momentum</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> Regularisation</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Regularisation/index.html">Graph.Neuron.Optimise.Regularisation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> Clipping</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Clipping/index.html">Graph.Neuron.Optimise.Clipping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> Stopping</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Stopping/index.html">Graph.Neuron.Optimise.Stopping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> Checkpoint</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Checkpoint/index.html">Graph.Neuron.Optimise.Checkpoint</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_generic.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_generic</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_generic.Flatten</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Graph"><a href="#argument-1-Graph" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Graph/index.html">Graph</a></span><span> : <a href="../../Owl_neural_graph_sig/module-type-Sig/index.html">Owl_neural_graph_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> Graph</span><span> = <a href="argument-1-Graph/index.html">Graph</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="argument-1-Graph/Neuron/Optimise/index.html">Graph.Neuron.Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Algodiff/index.html">Graph.Neuron.Optimise.Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> Init</span><span> = <a href="argument-1-Graph/Neuron/Init/index.html">Graph.Neuron.Init</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> Activation</span><span> = <a href="argument-1-Graph/Neuron/Activation/index.html">Graph.Neuron.Activation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> Params</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Params/index.html">Graph.Neuron.Optimise.Params</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> Batch</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Batch/index.html">Graph.Neuron.Optimise.Batch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> Learning_Rate</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Learning_Rate/index.html">Graph.Neuron.Optimise.Learning_Rate</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> Loss</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Loss/index.html">Graph.Neuron.Optimise.Loss</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> Gradient</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Gradient/index.html">Graph.Neuron.Optimise.Gradient</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> Momentum</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Momentum/index.html">Graph.Neuron.Optimise.Momentum</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> Regularisation</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Regularisation/index.html">Graph.Neuron.Optimise.Regularisation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> Clipping</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Clipping/index.html">Graph.Neuron.Optimise.Clipping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> Stopping</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Stopping/index.html">Graph.Neuron.Optimise.Stopping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> Checkpoint</span><span> = <a href="argument-1-Graph/Neuron/Optimise/Checkpoint/index.html">Graph.Neuron.Optimise.Checkpoint</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Activation/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Activation/index.html
index 84547b324..f0fe13d74 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Activation/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Activation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_generic.Make.Graph.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Activation/index.html#type-typ">Make_Embedded(A).Neuron.Activation.typ</a></span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Activation/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Activation.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_generic.Make.Graph.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Activation/index.html#type-typ">Make_Embedded(A).Neuron.Activation.typ</a></span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Activation/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Activation.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Add/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Add/index.html
index 676e4789b..c6477f3e4 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Add/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Add/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_generic.Make.Graph.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Add/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Add.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_generic.Make.Graph.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Add/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Add.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AlphaDropout/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AlphaDropout/index.html
index 0f6ee692b..7dbb86b25 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AlphaDropout/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AlphaDropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_generic.Make.Graph.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/AlphaDropout/index.html#type-neuron_typ">Make_Embedded(A).Neuron.AlphaDropout.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_generic.Make.Graph.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/AlphaDropout/index.html#type-neuron_typ">Make_Embedded(A).Neuron.AlphaDropout.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Average/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Average/index.html
index bffc491c1..6f7c54a97 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Average/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Average/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_generic.Make.Graph.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Average/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Average.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_generic.Make.Graph.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Average/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Average.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AvgPool1D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AvgPool1D/index.html
index 1764b6bf9..ae6a663d8 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/AvgPool1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.AvgPool1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/AvgPool1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.AvgPool1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AvgPool2D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AvgPool2D/index.html
index 362c442da..5c29386c5 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/AvgPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/AvgPool2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.AvgPool2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/AvgPool2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.AvgPool2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Concatenate/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Concatenate/index.html
index 22ef9d08f..42ba98c81 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Concatenate/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Concatenate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_generic.Make.Graph.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Concatenate/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Concatenate.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_generic.Make.Graph.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Concatenate/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Concatenate.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv1D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv1D/index.html
index fb035a841..09b6e395b 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Conv1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Conv1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Conv1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Conv1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv2D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv2D/index.html
index a921d6fa2..1ea082e41 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Conv2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Conv2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Conv2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Conv2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv3D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv3D/index.html
index d06a5fc73..0bff9b87f 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Conv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Conv3D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Conv3D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Conv3D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Conv3D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv1D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv1D/index.html
index 8cb3cf2f3..81e0094a2 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/DilatedConv1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.DilatedConv1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/DilatedConv1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.DilatedConv1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv2D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv2D/index.html
index 8ae2770cc..ac35ec20b 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/DilatedConv2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.DilatedConv2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/DilatedConv2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.DilatedConv2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv3D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv3D/index.html
index 1387bdc4f..510bcdfcf 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/DilatedConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_generic.Make.Graph.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/DilatedConv3D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.DilatedConv3D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_generic.Make.Graph.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/DilatedConv3D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.DilatedConv3D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Dot/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Dot/index.html
index 230808343..88e6cff7f 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Dot/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Dot/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_generic.Make.Graph.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Dot/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Dot.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_generic.Make.Graph.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Dot/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Dot.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Dropout/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Dropout/index.html
index 6ded63c15..5e5ffcc73 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Dropout/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Dropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_generic.Make.Graph.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Dropout/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Dropout.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_generic.Make.Graph.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Dropout/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Dropout.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Embedding/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Embedding/index.html
index 21c692148..d18755d76 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Embedding/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Embedding/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_generic.Make.Graph.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Embedding/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Embedding.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_generic.Make.Graph.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Embedding/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Embedding.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Flatten/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Flatten/index.html
index a68d24cfd..27fa5ba6b 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Flatten/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Flatten/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_generic.Make.Graph.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Flatten/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Flatten.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_generic.Make.Graph.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Flatten/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Flatten.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/FullyConnected/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/FullyConnected/index.html
index 30f407bc6..95ddf321c 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/FullyConnected/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/FullyConnected/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_generic.Make.Graph.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/FullyConnected/index.html#type-neuron_typ">Make_Embedded(A).Neuron.FullyConnected.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_generic.Make.Graph.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/FullyConnected/index.html#type-neuron_typ">Make_Embedded(A).Neuron.FullyConnected.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GRU/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GRU/index.html
index 5e524f6ce..d0852a0de 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GRU/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GRU/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_generic.Make.Graph.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GRU/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GRU.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_generic.Make.Graph.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GRU/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GRU.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GaussianDropout/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GaussianDropout/index.html
index 1d4ea9628..31bc685d9 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GaussianDropout/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GaussianDropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_generic.Make.Graph.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GaussianDropout/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GaussianDropout.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_generic.Make.Graph.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GaussianDropout/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GaussianDropout.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GaussianNoise/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GaussianNoise/index.html
index f746da0b6..6b8e5829b 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GaussianNoise/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GaussianNoise/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_generic.Make.Graph.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GaussianNoise/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GaussianNoise.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_generic.Make.Graph.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GaussianNoise/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GaussianNoise.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalAvgPool1D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalAvgPool1D/index.html
index 8ccf880b9..907d4a7d5 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalAvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalAvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GlobalAvgPool1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GlobalAvgPool1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GlobalAvgPool1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GlobalAvgPool1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalAvgPool2D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalAvgPool2D/index.html
index 69bc293b5..2c87bb933 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalAvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalAvgPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GlobalAvgPool2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GlobalAvgPool2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GlobalAvgPool2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GlobalAvgPool2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalMaxPool1D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalMaxPool1D/index.html
index b820d1049..71115df8a 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalMaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalMaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GlobalMaxPool1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GlobalMaxPool1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GlobalMaxPool1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GlobalMaxPool1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalMaxPool2D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalMaxPool2D/index.html
index 77c67b112..094337ce6 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalMaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/GlobalMaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GlobalMaxPool2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GlobalMaxPool2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/GlobalMaxPool2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.GlobalMaxPool2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Init/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Init/index.html
index becfcfe74..2d73a4995 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Init/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Init/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_generic.Make.Graph.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Init/index.html#type-typ">Make_Embedded(A).Neuron.Init.typ</a></span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_generic.Make.Graph.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Init/index.html#type-typ">Make_Embedded(A).Neuron.Init.typ</a></span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Input/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Input/index.html
index b219ed32c..e88442a11 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Input/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Input/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_generic.Make.Graph.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Input/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Input.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_generic.Make.Graph.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Input/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Input.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LSTM/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LSTM/index.html
index a5df5f423..308a10963 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LSTM/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LSTM/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_generic.Make.Graph.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/LSTM/index.html#type-neuron_typ">Make_Embedded(A).Neuron.LSTM.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_generic.Make.Graph.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/LSTM/index.html#type-neuron_typ">Make_Embedded(A).Neuron.LSTM.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Lambda/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Lambda/index.html
index dd4953ac2..4d2b66d54 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Lambda/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Lambda/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_generic.Make.Graph.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Lambda/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Lambda.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_generic.Make.Graph.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Lambda/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Lambda.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?out_shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LambdaArray/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LambdaArray/index.html
index 732483e31..c9700c6f8 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LambdaArray/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LambdaArray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_generic.Make.Graph.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/LambdaArray/index.html#type-neuron_typ">Make_Embedded(A).Neuron.LambdaArray.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_generic.Make.Graph.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/LambdaArray/index.html#type-neuron_typ">Make_Embedded(A).Neuron.LambdaArray.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Linear/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Linear/index.html
index 47682a0e7..4d2e752b4 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Linear/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Linear/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_generic.Make.Graph.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Linear/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Linear.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_generic.Make.Graph.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Linear/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Linear.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LinearNoBias/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LinearNoBias/index.html
index d01c0b3ab..d37aebc59 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LinearNoBias/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/LinearNoBias/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_generic.Make.Graph.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/LinearNoBias/index.html#type-neuron_typ">Make_Embedded(A).Neuron.LinearNoBias.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_generic.Make.Graph.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/LinearNoBias/index.html#type-neuron_typ">Make_Embedded(A).Neuron.LinearNoBias.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Masking/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Masking/index.html
index 422c96df6..8a29da0d8 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Masking/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Masking/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_generic.Make.Graph.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_generic.Make.Graph.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Max/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Max/index.html
index faa6086aa..3ac592676 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Max/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Max/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_generic.Make.Graph.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Max/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Max.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_generic.Make.Graph.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Max/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Max.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/MaxPool1D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/MaxPool1D/index.html
index c20157be6..9d159563c 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/MaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/MaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/MaxPool1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.MaxPool1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/MaxPool1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.MaxPool1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/MaxPool2D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/MaxPool2D/index.html
index 6c2449943..3e1c0a220 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/MaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/MaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/MaxPool2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.MaxPool2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/MaxPool2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.MaxPool2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Mul/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Mul/index.html
index 9428783c3..a4768e5ff 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Mul/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Mul/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_generic.Make.Graph.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Mul/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Mul.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_generic.Make.Graph.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Mul/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Mul.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Normalisation/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Normalisation/index.html
index 01837697a..1b36fa80b 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Normalisation/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Normalisation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_generic.Make.Graph.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Normalisation/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Normalisation.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_generic.Make.Graph.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Normalisation/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Normalisation.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?training</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?decay</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?mu</span>:<a href="../Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
index 125c70cff..35eff2744 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
index 9175e7f0f..54307ad7c 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
index f8f823e4e..e9f3be16e 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/index.html
index 4ae18667d..fea51fc7b 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../../../../Make_Embedded/Neuron/Optimise/Algodiff/A/index.html#type-arr">Make_Embedded(A).Neuron.Optimise.Algodiff.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../../../../Make_Embedded/Neuron/Optimise/Algodiff/A/index.html#type-elt">Make_Embedded(A).Neuron.Optimise.Algodiff.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../../../../Make_Embedded/Neuron/Optimise/Algodiff/A/index.html#type-arr">Make_Embedded(A).Neuron.Optimise.Algodiff.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../../../../Make_Embedded/Neuron/Optimise/Algodiff/A/index.html#type-elt">Make_Embedded(A).Neuron.Optimise.Algodiff.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Arr/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Arr/index.html
index ff1b8ff39..b3ee24ef3 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Arr/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/index.html
index e95d3ba11..53acf9ff4 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index 2d9283e62..da491cf81 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
index e2cdff866..453336ace 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
index 5c8441238..0ce454ed5 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index 1887b05c0..6f5cc3ae8 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
index a9218060c..60c99dddf 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
index 042448e6d..b91c743ef 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../../index.html">Make</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Linalg/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
index 5c8c3b23c..cc0a80efc 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Mat/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Mat/index.html
index bb0eff6ac..a89e79cd0 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Maths/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Maths/index.html
index 0ed66a4a0..5de1acf03 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/NN/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/NN/index.html
index b4c36f105..6cf772a1b 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/NN/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/index.html
index 6a368fe2f..c62d712dd 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Algodiff/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Algodiff/index.html#type-t">Make_Embedded(A).Neuron.Optimise.Algodiff.t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Algodiff/index.html#type-t">Make_Embedded(A).Neuron.Optimise.Algodiff.t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Batch/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Batch/index.html
index 210558ebd..b0b0300b8 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Batch/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Batch/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Batch.typ</a></span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Batch/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Batch.typ</a></span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Checkpoint/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Checkpoint/index.html
index ce295cc33..ba3c12c2d 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Checkpoint/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Checkpoint/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Checkpoint/index.html#type-state">Make_Embedded(A).Neuron.Optimise.Checkpoint.state</a></span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Checkpoint/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Checkpoint.typ</a></span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Checkpoint/index.html#type-state">Make_Embedded(A).Neuron.Optimise.Checkpoint.state</a></span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Checkpoint/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Checkpoint.typ</a></span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Clipping/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Clipping/index.html
index 1f6063a82..f175ae25a 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Clipping/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Clipping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Clipping/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Clipping.typ</a></span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Clipping/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Clipping.typ</a></span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Gradient/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Gradient/index.html
index 87c5afab3..a715751c6 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Gradient/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Gradient/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Gradient.typ</a></span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Gradient/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Gradient.typ</a></span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Learning_Rate/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Learning_Rate/index.html
index d8f34ef27..a4fef6825 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Learning_Rate/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Learning_Rate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Learning_Rate/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Learning_Rate.typ</a></span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Learning_Rate/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Learning_Rate.typ</a></span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Loss/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Loss/index.html
index 2507ef8fb..760cca689 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Loss/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Loss/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Loss.typ</a></span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Loss/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Loss.typ</a></span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Momentum/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Momentum/index.html
index 2eda7e121..3663c6b87 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Momentum/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Momentum/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Momentum/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Momentum.typ</a></span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Momentum/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Momentum.typ</a></span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Params/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Params/index.html
index 438ab0fa1..5f9b00246 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Params/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Params/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Params.typ</a></span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Params/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Params.typ</a></span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Regularisation/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Regularisation/index.html
index c6e8016a6..a82709c08 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Regularisation/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Regularisation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Regularisation/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Regularisation.typ</a></span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Regularisation/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Regularisation.typ</a></span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Stopping/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Stopping/index.html
index 38addba18..35a5388b6 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Stopping/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Stopping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Stopping/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Stopping.typ</a></span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../Make_Embedded/Neuron/Optimise/Stopping/index.html#type-typ">Make_Embedded(A).Neuron.Optimise.Stopping.typ</a></span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Utils/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Utils/index.html
index f81485913..33d05fc25 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Utils/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/index.html
index 901dfdc16..58971aedc 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_generic.Make.Graph.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding1D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding1D/index.html
index c0fb5e4ea..a318017f1 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding2D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding2D/index.html
index de5297ec7..85bbdde71 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Padding2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Padding2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Padding2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Padding2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding3D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding3D/index.html
index ec8955e40..762e6cc15 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Padding3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_generic.Make.Graph.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Recurrent/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Recurrent/index.html
index d42a854cf..80a425f5f 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Recurrent/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Recurrent/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_generic.Make.Graph.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Recurrent/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Recurrent.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_generic.Make.Graph.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Recurrent/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Recurrent.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Reshape/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Reshape/index.html
index 620775fd4..b72ff34e3 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Reshape/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Reshape/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_generic.Make.Graph.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Reshape/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Reshape.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_generic.Make.Graph.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Reshape/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Reshape.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Slice/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Slice/index.html
index 50818729b..5ca414a43 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Slice/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/Slice/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_generic.Make.Graph.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Slice/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Slice.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_generic.Make.Graph.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/Slice/index.html#type-neuron_typ">Make_Embedded(A).Neuron.Slice.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv1D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv1D/index.html
index 62168beda..02f760f9e 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/TransposeConv1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.TransposeConv1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/TransposeConv1D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.TransposeConv1D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv2D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv2D/index.html
index c1180db5e..ee978efda 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/TransposeConv2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.TransposeConv2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/TransposeConv2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.TransposeConv2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv3D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv3D/index.html
index ed213e566..0b9e7e1d8 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/TransposeConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_generic.Make.Graph.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/TransposeConv3D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.TransposeConv3D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_generic.Make.Graph.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/TransposeConv3D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.TransposeConv3D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling1D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling1D/index.html
index b40b6d11c..ddb66b3d8 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_generic.Make.Graph.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling2D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling2D/index.html
index e00e57ce8..8f12b9517 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/UpSampling2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.UpSampling2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_generic.Make.Graph.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = <a href="../../../../Make_Embedded/Neuron/UpSampling2D/index.html#type-neuron_typ">Make_Embedded(A).Neuron.UpSampling2D.neuron_typ</a></span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling3D/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling3D/index.html
index 6e1b5e659..c167bf9a0 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/UpSampling3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_generic.Make.Graph.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_generic.Make.Graph.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/index.html
index b723186ad..87a5e61c8 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/Neuron/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_generic.Make.Graph.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Neuron</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = <a href="../../../Make_Embedded/Neuron/index.html#type-neuron">Make_Embedded(A).Neuron.neuron</a></span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_generic.Make.Graph.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Neuron</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = <a href="../../../Make_Embedded/Neuron/index.html#type-neuron">Make_Embedded(A).Neuron.neuron</a></span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/Graph/index.html b/docs/owl-base/Owl_neural_generic/Make/Graph/index.html
index a2ec98177..48105bc09 100644
--- a/docs/owl-base/Owl_neural_generic/Make/Graph/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_neural_generic.Make.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = <a href="../../Make_Embedded/index.html#type-node">Make_Embedded(A).node</a></span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> = <a href="../../Make_Embedded/index.html#type-network">Make_Embedded(A).network</a></span><span> = </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_neural_generic.Make.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = <a href="../../Make_Embedded/index.html#type-node">Make_Embedded(A).node</a></span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> = <a href="../../Make_Embedded/index.html#type-network">Make_Embedded(A).network</a></span><span> = </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?train</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Linalg/index.html b/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Linalg/index.html
index 7dd33af6d..c18d576a8 100644
--- a/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Mat/index.html b/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Mat/index.html
index fcfabb6af..171c25200 100644
--- a/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Scalar/index.html b/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Scalar/index.html
index 640569a26..f40d4266f 100644
--- a/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/argument-1-A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_generic.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_generic.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_generic.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_generic.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make/index.html b/docs/owl-base/Owl_neural_generic/Make/index.html
index 2aae21f38..e35b1b30e 100644
--- a/docs/owl-base/Owl_neural_generic/Make/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_neural_generic.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_generic</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_generic.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="Graph/Neuron/Optimise/index.html">Graph.Neuron.Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="Graph/Neuron/Optimise/Algodiff/index.html">Graph.Neuron.Optimise.Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> Init</span><span> = <a href="Graph/Neuron/Init/index.html">Graph.Neuron.Init</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> Activation</span><span> = <a href="Graph/Neuron/Activation/index.html">Graph.Neuron.Activation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> Params</span><span> = <a href="Graph/Neuron/Optimise/Params/index.html">Graph.Neuron.Optimise.Params</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> Batch</span><span> = <a href="Graph/Neuron/Optimise/Batch/index.html">Graph.Neuron.Optimise.Batch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> Learning_Rate</span><span> = <a href="Graph/Neuron/Optimise/Learning_Rate/index.html">Graph.Neuron.Optimise.Learning_Rate</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> Loss</span><span> = <a href="Graph/Neuron/Optimise/Loss/index.html">Graph.Neuron.Optimise.Loss</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> Gradient</span><span> = <a href="Graph/Neuron/Optimise/Gradient/index.html">Graph.Neuron.Optimise.Gradient</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> Momentum</span><span> = <a href="Graph/Neuron/Optimise/Momentum/index.html">Graph.Neuron.Optimise.Momentum</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> Regularisation</span><span> = <a href="Graph/Neuron/Optimise/Regularisation/index.html">Graph.Neuron.Optimise.Regularisation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> Clipping</span><span> = <a href="Graph/Neuron/Optimise/Clipping/index.html">Graph.Neuron.Optimise.Clipping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> Stopping</span><span> = <a href="Graph/Neuron/Optimise/Stopping/index.html">Graph.Neuron.Optimise.Stopping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> Checkpoint</span><span> = <a href="Graph/Neuron/Optimise/Checkpoint/index.html">Graph.Neuron.Optimise.Checkpoint</a></span></code></div></div></details></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_neural_generic.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_generic</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_generic.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="Graph/Neuron/Optimise/index.html">Graph.Neuron.Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="Graph/Neuron/Optimise/Algodiff/index.html">Graph.Neuron.Optimise.Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> Init</span><span> = <a href="Graph/Neuron/Init/index.html">Graph.Neuron.Init</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> Activation</span><span> = <a href="Graph/Neuron/Activation/index.html">Graph.Neuron.Activation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> Params</span><span> = <a href="Graph/Neuron/Optimise/Params/index.html">Graph.Neuron.Optimise.Params</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> Batch</span><span> = <a href="Graph/Neuron/Optimise/Batch/index.html">Graph.Neuron.Optimise.Batch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> Learning_Rate</span><span> = <a href="Graph/Neuron/Optimise/Learning_Rate/index.html">Graph.Neuron.Optimise.Learning_Rate</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> Loss</span><span> = <a href="Graph/Neuron/Optimise/Loss/index.html">Graph.Neuron.Optimise.Loss</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> Gradient</span><span> = <a href="Graph/Neuron/Optimise/Gradient/index.html">Graph.Neuron.Optimise.Gradient</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> Momentum</span><span> = <a href="Graph/Neuron/Optimise/Momentum/index.html">Graph.Neuron.Optimise.Momentum</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> Regularisation</span><span> = <a href="Graph/Neuron/Optimise/Regularisation/index.html">Graph.Neuron.Optimise.Regularisation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> Clipping</span><span> = <a href="Graph/Neuron/Optimise/Clipping/index.html">Graph.Neuron.Optimise.Clipping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> Stopping</span><span> = <a href="Graph/Neuron/Optimise/Stopping/index.html">Graph.Neuron.Optimise.Stopping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> Checkpoint</span><span> = <a href="Graph/Neuron/Optimise/Checkpoint/index.html">Graph.Neuron.Optimise.Checkpoint</a></span></code></div></div></details></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Activation/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Activation/index.html
index 8d0ff04f7..293dbc6d1 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Activation/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Activation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Activation/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Activation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Activation/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Activation.neuron_typ</a></span><span> =
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Add/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Add/index.html
index bea308653..59ccd1cef 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Add/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Add/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Add/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Add.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AlphaDropout/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AlphaDropout/index.html
index 7cc78efc7..bbec68fa7 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AlphaDropout/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AlphaDropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_generic.Make_Embedded.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_generic.Make_Embedded.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/AlphaDropout/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).AlphaDropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Average/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Average/index.html
index f7485d981..9affeeacd 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Average/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Average/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Average/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Average.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool1D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool1D/index.html
index 9b13d3f53..d9e04d38f 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/AvgPool1D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).AvgPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool2D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool2D/index.html
index e5baa7ad5..499527f15 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/AvgPool2D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).AvgPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Concatenate/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Concatenate/index.html
index 4bc56251b..121667859 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Concatenate/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Concatenate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Concatenate/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Concatenate.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv1D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv1D/index.html
index 8a6457b39..6c2d40b45 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Conv1D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Conv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv2D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv2D/index.html
index cabd35fb3..f8847a789 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Conv2D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Conv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv3D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv3D/index.html
index 13ce09774..2a570a460 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Conv3D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Conv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv1D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv1D/index.html
index ad0b95a32..fefd7f45b 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/DilatedConv1D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).DilatedConv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv2D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv2D/index.html
index 571cc1b1b..3e27d4e54 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/DilatedConv2D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).DilatedConv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv3D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv3D/index.html
index 268ab37a1..8a93b351a 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/DilatedConv3D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).DilatedConv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dot/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dot/index.html
index d049cbce1..71b13399f 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dot/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dot/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Dot/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Dot.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dropout/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dropout/index.html
index 2ab7393ec..53695974e 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dropout/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Dropout/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Dropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Embedding/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Embedding/index.html
index 86903cf9c..5e3f09892 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Embedding/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Embedding/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Embedding/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Embedding.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Flatten/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Flatten/index.html
index 3c14878e5..5df8a77ec 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Flatten/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Flatten/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Flatten/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Flatten.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/FullyConnected/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/FullyConnected/index.html
index dbc06b872..9727f7166 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/FullyConnected/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/FullyConnected/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_generic.Make_Embedded.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_generic.Make_Embedded.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/FullyConnected/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).FullyConnected.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GRU/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GRU/index.html
index 595ef77d1..245343682 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GRU/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GRU/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/GRU/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).GRU.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianDropout/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianDropout/index.html
index 47aea2f8f..1417a521c 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianDropout/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianDropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/GaussianDropout/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).GaussianDropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianNoise/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianNoise/index.html
index bb895d7b1..a06832d20 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianNoise/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianNoise/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/GaussianNoise/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).GaussianNoise.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool1D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool1D/index.html
index 8357ad46b..a937480fc 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/GlobalAvgPool1D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).GlobalAvgPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool2D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool2D/index.html
index 05336e302..032afe6ca 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/GlobalAvgPool2D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).GlobalAvgPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool1D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool1D/index.html
index 4c8db0345..319388c2f 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/GlobalMaxPool1D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).GlobalMaxPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool2D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool2D/index.html
index 53cecbe6f..e722f8ec1 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/GlobalMaxPool2D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).GlobalMaxPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Init/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Init/index.html
index c18bf759d..16769a4b1 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Init/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Init/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Init/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Init.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Input/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Input/index.html
index bad395535..5c9d7fd97 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Input/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Input/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Input/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Input.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LSTM/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LSTM/index.html
index adecbd39a..a4a1deec7 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LSTM/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LSTM/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_generic.Make_Embedded.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_generic.Make_Embedded.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/LSTM/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).LSTM.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Lambda/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Lambda/index.html
index 5d73459ff..b723384a4 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Lambda/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Lambda/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Lambda/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Lambda.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?out_shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LambdaArray/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LambdaArray/index.html
index e8ca8dbd5..c9615bf80 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LambdaArray/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LambdaArray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_generic.Make_Embedded.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_generic.Make_Embedded.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/LambdaArray/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).LambdaArray.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Linear/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Linear/index.html
index e8260cf0e..b8f4a694c 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Linear/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Linear/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Linear/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Linear.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LinearNoBias/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LinearNoBias/index.html
index 333b93491..45668f830 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LinearNoBias/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/LinearNoBias/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_generic.Make_Embedded.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_generic.Make_Embedded.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/LinearNoBias/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).LinearNoBias.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Masking/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Masking/index.html
index 4d0d6cdbc..efae28788 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Masking/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Masking/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Max/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Max/index.html
index d14746956..2a628237b 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Max/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Max/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Max/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Max.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool1D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool1D/index.html
index 9e72d82c5..9a23b4fcc 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/MaxPool1D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).MaxPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool2D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool2D/index.html
index 9ffc7f695..bff1cdf11 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/MaxPool2D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).MaxPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Mul/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Mul/index.html
index 5d1c2a28d..ef0befe19 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Mul/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Mul/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Mul/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Mul.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Normalisation/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Normalisation/index.html
index 9cd3750d4..1cb8d67d9 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Normalisation/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Normalisation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Normalisation/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Normalisation.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?training</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Linalg/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Linalg/index.html
index 153526da5..083704036 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Mat/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Mat/index.html
index 5078f1230..ee92c8b4d 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Scalar/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Scalar/index.html
index 587b14eb8..385b483ca 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/index.html
index 9a4b0ed44..b08d17b24 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <a href="../../../../../../Owl_algodiff_generic/Make/A/index.html#type-arr">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Algodiff.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> =
   <a href="../../../../../../Owl_algodiff_generic/Make/A/index.html#type-elt">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Algodiff.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Arr/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Arr/index.html
index 23eac7d95..9c217d8a5 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Arr/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/index.html
index 7f48b3e6c..275efcbc9 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index 8809ac323..a6c6c28ef 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
index 56157c95f..e549c0f46 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
index d44c920a4..4dad095a1 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index 49751e113..43946339d 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
index f39f6f254..0b40b8e0f 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
index b33a93521..692fe79fc 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Linalg/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Linalg/index.html
index e1eeec88d..d5ab9b307 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Mat/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Mat/index.html
index e1696186e..077f17572 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Maths/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Maths/index.html
index 7ba53d174..1c230dda9 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/NN/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/NN/index.html
index 53e6799fe..0dffc939b 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/NN/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/index.html
index a18240763..1523085e7 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> =
   <a href="../../../../../Owl_algodiff_generic/Make/index.html#type-t">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Algodiff.t</a></span><span> =
   </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Batch/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Batch/index.html
index 8401767b6..ffc757a97 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Batch/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Batch/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../Owl_optimise_generic/Make/Batch/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Batch.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Checkpoint/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Checkpoint/index.html
index 733f52737..bbce8c390 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Checkpoint/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Checkpoint/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../../Owl_optimise_generic/Make/Checkpoint/index.html#type-state">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Checkpoint.state</a></span><span> =
   </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../Owl_optimise_generic/Make/Checkpoint/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Checkpoint.typ</a></span><span> =
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Clipping/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Clipping/index.html
index 1c188e5cd..14567fc05 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Clipping/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Clipping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../Owl_optimise_generic/Make/Clipping/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Clipping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Gradient/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Gradient/index.html
index c6654b92b..e60aa75b9 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Gradient/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../Owl_optimise_generic/Make/Gradient/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Gradient.typ</a></span><span> =
   </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Learning_Rate/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Learning_Rate/index.html
index 4819edf80..d393402b8 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Learning_Rate/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Learning_Rate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../Owl_optimise_generic/Make/Learning_Rate/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Learning_Rate.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Loss/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Loss/index.html
index ed7044c95..45ab5ae5a 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Loss/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Loss/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../Owl_optimise_generic/Make/Loss/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Loss.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Momentum/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Momentum/index.html
index f2333ec58..ff506ca86 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Momentum/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Momentum/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../Owl_optimise_generic/Make/Momentum/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Momentum.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Params/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Params/index.html
index 2b7e50891..b164fe4d4 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Params/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../Owl_optimise_generic/Make/Params/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Params.typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Regularisation/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Regularisation/index.html
index 1b52bac8d..0b0a9ee65 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Regularisation/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Regularisation/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../Owl_optimise_generic/Make/Regularisation/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Regularisation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Stopping/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Stopping/index.html
index d7db36d5c..4384da3cf 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Stopping/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Stopping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../Owl_optimise_generic/Make/Stopping/index.html#type-typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Optimise.Stopping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Utils/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Utils/index.html
index db21989ec..feda61644 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Utils/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/index.html
index 2b4f790fd..aeb4d925a 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding1D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding1D/index.html
index 89b2f7ff7..2efc15f43 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding2D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding2D/index.html
index 26f7b8fa3..16e4da63d 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Padding2D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Padding2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding3D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding3D/index.html
index 505fca10e..19791ae2e 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Recurrent/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Recurrent/index.html
index 6cc319b40..4a28f100c 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Recurrent/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Recurrent/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Recurrent/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Recurrent.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Reshape/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Reshape/index.html
index 255a8d629..dc1131885 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Reshape/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Reshape/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Reshape/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Reshape.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Slice/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Slice/index.html
index 4b9f873c4..4aa0979b9 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Slice/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/Slice/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_generic.Make_Embedded.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/Slice/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).Slice.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv1D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv1D/index.html
index 67ffaff89..4c9d2f6dd 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/TransposeConv1D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).TransposeConv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv2D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv2D/index.html
index d0686b2af..85ca53ea1 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/TransposeConv2D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).TransposeConv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv3D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv3D/index.html
index c6ebe08c8..22ba5bc90 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/TransposeConv3D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).TransposeConv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling1D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling1D/index.html
index d2afdf113..992064581 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling1D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling2D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling2D/index.html
index c0b9914ff..66c2e1d37 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling2D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../Owl_neural_neuron/Make/UpSampling2D/index.html#type-neuron_typ">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).UpSampling2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling3D/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling3D/index.html
index fa582f37e..c15490bca 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling3D/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_generic.Make_Embedded.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/index.html
index df6652440..8789d51fb 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/Neuron/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_generic.Make_Embedded.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Neuron</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_generic.Make_Embedded.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Neuron</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> =
   <a href="../../../Owl_neural_neuron/Make/index.html#type-neuron">Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A))).neuron</a></span><span> =
   </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Linalg/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Linalg/index.html
index 9de7dd131..1f27fc498 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make_Embedded.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_generic.Make_Embedded.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Mat/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Mat/index.html
index 3fcb95f2e..eda949784 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make_Embedded.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_generic.Make_Embedded.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Scalar/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Scalar/index.html
index a95c9bc5b..6b6c6167e 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_generic.Make_Embedded.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_generic.Make_Embedded.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/index.html
index 972a9b108..eb98750b2 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_generic.Make_Embedded.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Embedded.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_generic.Make_Embedded.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_generic</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Embedded.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_generic/Make_Embedded/index.html b/docs/owl-base/Owl_neural_generic/Make_Embedded/index.html
index f50728b6a..9833d144e 100644
--- a/docs/owl-base/Owl_neural_generic/Make_Embedded/index.html
+++ b/docs/owl-base/Owl_neural_generic/Make_Embedded/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Embedded (owl-base.Owl_neural_generic.Make_Embedded)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_generic</a> &#x00BB; Make_Embedded</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_generic.Make_Embedded</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Embedded (owl-base.Owl_neural_generic.Make_Embedded)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_generic</a> &#x00BB; Make_Embedded</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_generic.Make_Embedded</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> =
   <a href="../../Owl_neural_graph/Make/index.html#type-node">Owl_neural_graph.Make(Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)))).node</a></span><span> =
   </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> =
   <a href="../../Owl_neural_graph/Make/index.html#type-network">Owl_neural_graph.Make(Owl_neural_neuron.Make(Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)))).network</a></span><span> =
diff --git a/docs/owl-base/Owl_neural_generic/index.html b/docs/owl-base/Owl_neural_generic/index.html
index 120b921f1..c4cef3cc8 100644
--- a/docs/owl-base/Owl_neural_generic/index.html
+++ b/docs/owl-base/Owl_neural_generic/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_generic (owl-base.Owl_neural_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_generic</span></code></h1><p>Functor to create neural networks of different precision.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Embedded"><a href="#module-Make_Embedded" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Embedded/index.html">Make_Embedded</a></span><span> (<a href="Make_Embedded/argument-1-A/index.html">A</a> : <a href="../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> (<a href="Flatten/argument-1-Graph/index.html">Graph</a> : <a href="../Owl_neural_graph_sig/module-type-Sig/index.html">Owl_neural_graph_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_generic (owl-base.Owl_neural_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_generic</span></code></h1><p>Functor to create neural networks of different precision.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Embedded"><a href="#module-Make_Embedded" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Embedded/index.html">Make_Embedded</a></span><span> (<a href="Make_Embedded/argument-1-A/index.html">A</a> : <a href="../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> (<a href="Flatten/argument-1-Graph/index.html">Graph</a> : <a href="../Owl_neural_graph_sig/module-type-Sig/index.html">Owl_neural_graph_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Activation/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Activation/index.html
index 42956b824..7054d6fa7 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Activation/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Activation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_graph.Make.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of activation functions.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Run one specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of a specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_graph.Make.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of activation functions.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Run one specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of a specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Add/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Add/index.html
index ac1dcf365..6f62e3a90 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Add/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Add/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_graph.Make.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_graph.Make.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AlphaDropout/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AlphaDropout/index.html
index bfdf6fa95..affbe56dd 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AlphaDropout/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AlphaDropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_graph.Make.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_graph.Make.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Average/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Average/index.html
index a2fd2a611..f82d19bbc 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Average/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Average/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_graph.Make.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_graph.Make.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AvgPool1D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AvgPool1D/index.html
index ceae32aa2..429579454 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_graph.Make.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_graph.Make.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AvgPool2D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AvgPool2D/index.html
index 6d62cfb2c..66f95b560 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/AvgPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_graph.Make.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_graph.Make.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Concatenate/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Concatenate/index.html
index d20129098..f692ac453 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Concatenate/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Concatenate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_graph.Make.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_graph.Make.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv1D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv1D/index.html
index 6c32a0f4a..bfea46749 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv1D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_graph.Make.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_graph.Make.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv2D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv2D/index.html
index b3979a5dd..a366b910b 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv2D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_graph.Make.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_graph.Make.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv3D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv3D/index.html
index 96c9c6e69..5778fa093 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv3D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Conv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_graph.Make.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_graph.Make.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv1D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv1D/index.html
index 68decf9f6..006f99295 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv1D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_graph.Make.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_graph.Make.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv2D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv2D/index.html
index 4c5589ca2..bc2b51bb7 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv2D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_graph.Make.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_graph.Make.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv3D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv3D/index.html
index ac616dad2..1c035dd8b 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv3D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/DilatedConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_graph.Make.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_graph.Make.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Dot/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Dot/index.html
index 3305a68b7..c765c137e 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Dot/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Dot/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_graph.Make.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_graph.Make.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Dropout/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Dropout/index.html
index f1e0b64e3..c5514fa00 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Dropout/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Dropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_graph.Make.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_graph.Make.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Embedding/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Embedding/index.html
index 19916309b..1342d5895 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Embedding/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Embedding/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_graph.Make.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_graph.Make.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Flatten/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Flatten/index.html
index 8e3847624..885aa0eb8 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Flatten/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Flatten/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_graph.Make.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_graph.Make.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/FullyConnected/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/FullyConnected/index.html
index 7e657a6da..00937b276 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/FullyConnected/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/FullyConnected/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_graph.Make.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_graph.Make.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GRU/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GRU/index.html
index 6dba9eceb..e7a8d4205 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GRU/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GRU/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_graph.Make.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_graph.Make.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GaussianDropout/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GaussianDropout/index.html
index 462aa305e..a61526dcc 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GaussianDropout/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GaussianDropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_graph.Make.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_graph.Make.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GaussianNoise/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GaussianNoise/index.html
index 45821b770..31611445b 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GaussianNoise/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GaussianNoise/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_graph.Make.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_graph.Make.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalAvgPool1D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalAvgPool1D/index.html
index 06c3cccbc..6b227ec4e 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalAvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalAvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_graph.Make.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_graph.Make.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalAvgPool2D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalAvgPool2D/index.html
index 5ed0841ac..23ac4ce8d 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalAvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalAvgPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_graph.Make.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_graph.Make.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalMaxPool1D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalMaxPool1D/index.html
index be6958418..0ec1cb037 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalMaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalMaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_graph.Make.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_graph.Make.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalMaxPool2D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalMaxPool2D/index.html
index caec08bb4..a63317d95 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalMaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/GlobalMaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_graph.Make.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_graph.Make.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Init/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Init/index.html
index 46ed0faea..aa3d6df2e 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Init/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Init/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_graph.Make.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Initialisation types</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Calculate fan-in and fan-out of weights.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_graph.Make.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Initialisation types</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Calculate fan-in and fan-out of weights.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Input/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Input/index.html
index a3699a70f..3ddbe0264 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Input/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Input/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_graph.Make.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_graph.Make.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/LSTM/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/LSTM/index.html
index fa64f5dd2..07b1c08cc 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/LSTM/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/LSTM/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_graph.Make.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_graph.Make.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Lambda/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Lambda/index.html
index acbed889f..5d91cc6c7 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Lambda/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Lambda/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_graph.Make.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_graph.Make.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?out_shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/LambdaArray/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/LambdaArray/index.html
index 86917dac1..b9a4a8b87 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/LambdaArray/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/LambdaArray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_graph.Make.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_graph.Make.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Linear/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Linear/index.html
index f17178e15..0447e2a4b 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Linear/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Linear/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_graph.Make.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_graph.Make.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_graph.Make.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_graph.Make.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Masking/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Masking/index.html
index 150fc8b30..7ec4955ef 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Masking/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Masking/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_graph.Make.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_graph.Make.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Max/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Max/index.html
index 7ed4c9a59..9ed0b985f 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Max/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Max/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_graph.Make.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_graph.Make.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/MaxPool1D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/MaxPool1D/index.html
index a685a81e3..8d32c3d65 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/MaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/MaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_graph.Make.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_graph.Make.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/MaxPool2D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/MaxPool2D/index.html
index 06e71217b..658c98e50 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/MaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/MaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_graph.Make.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_graph.Make.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Mul/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Mul/index.html
index 49b50dd05..050b18ebc 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Mul/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Mul/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_graph.Make.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_graph.Make.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Normalisation/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Normalisation/index.html
index 8bfc3db06..1dfe256ef 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Normalisation/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Normalisation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_graph.Make.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_graph.Make.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?training</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?decay</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?mu</span>:<a href="../Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Linalg/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Linalg/index.html
index 6c6faeaf0..65ddae4bc 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Mat/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Mat/index.html
index ba88944cc..a67065244 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Scalar/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Scalar/index.html
index dec3d9a19..506589d2c 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/index.html
index aa70283da..215200fac 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Arr/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Arr/index.html
index 9274f1088..a3e4cebec 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Arr/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/index.html
index 49dc1f299..e0944b00f 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index 48d9d83ea..7a0cdb2f0 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
index 90e26c8f6..59a27014e 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
index 1d2a8e0f8..df7b3ba0c 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index 16f4e6b89..80fb389de 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
index 093be9a78..40873aa86 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
index 72efac155..27abafff4 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../../index.html">Make</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Linalg/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Linalg/index.html
index f94a632de..c61b9c5be 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Mat/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Mat/index.html
index 2fb52dc5b..68161997b 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Maths/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Maths/index.html
index 4fe76dee1..f3ed4b4f7 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/NN/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/NN/index.html
index 937e6d399..249497f3b 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/NN/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/index.html
index 5ef87c73c..b3b343e1c 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Algodiff/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Batch/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Batch/index.html
index 260cb8777..b0a03bfbf 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Batch/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Checkpoint/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Checkpoint/index.html
index 075018afa..1ee9eaa91 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Checkpoint/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Checkpoint/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Clipping/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Clipping/index.html
index 1a0fdefba..f9e0a38b2 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Clipping/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Clipping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Gradient/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Gradient/index.html
index b30661630..ff67f76ab 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Gradient/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Learning_Rate/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Learning_Rate/index.html
index 323897bf8..db15239cd 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Learning_Rate/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Learning_Rate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Loss/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Loss/index.html
index b3a4ca0ab..cb32a0e23 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Loss/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Momentum/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Momentum/index.html
index 6bea7466f..039b2a0ce 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Momentum/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Momentum/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Params/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Params/index.html
index d5c89afdf..2bf8cb533 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Params/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Regularisation/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Regularisation/index.html
index 4a33e4541..fd77b0f84 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Regularisation/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Regularisation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Stopping/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Stopping/index.html
index c5aa14686..c465113ee 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Stopping/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Stopping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Utils/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Utils/index.html
index bc30b0d07..3ac02a7da 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Utils/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_graph.Make.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/index.html
index 01e1b68e7..adc1c2fcd 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_graph.Make.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_graph.Make.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
@@ -28,4 +28,4 @@
   <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>This function is minimize the weights in a compiled neural network of graph structure.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding1D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding1D/index.html
index 853082820..929aa3629 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding1D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_graph.Make.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_graph.Make.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding2D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding2D/index.html
index e8e8076e4..2bc69038f 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding2D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_graph.Make.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_graph.Make.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding3D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding3D/index.html
index 3004bbd54..1570b4a60 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding3D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Padding3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_graph.Make.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_graph.Make.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Recurrent/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Recurrent/index.html
index 2dd413e83..0e6dfddf7 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Recurrent/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Recurrent/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_graph.Make.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_graph.Make.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Reshape/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Reshape/index.html
index b53a3a580..8687e3016 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Reshape/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Reshape/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_graph.Make.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_graph.Make.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Slice/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Slice/index.html
index f8b843e8a..77233dbbc 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Slice/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/Slice/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_graph.Make.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><p>Neuron type definition.</p><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_graph.Make.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><p>Neuron type definition.</p><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv1D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv1D/index.html
index 2725ab2e3..0df812449 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv1D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_graph.Make.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_graph.Make.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv2D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv2D/index.html
index 2efd277a8..1a8ea46bb 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv2D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_graph.Make.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_graph.Make.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv3D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv3D/index.html
index 41ad54992..54bf97438 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv3D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/TransposeConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_graph.Make.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_graph.Make.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling1D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling1D/index.html
index 24ade9f9b..0797bcd37 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling1D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_graph.Make.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_graph.Make.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling2D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling2D/index.html
index c6a7c4384..0aab21376 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling2D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_graph.Make.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_graph.Make.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling3D/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling3D/index.html
index e6f201b2e..1ed40fe93 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling3D/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/UpSampling3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_graph.Make.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_graph.Make.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/index.html b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/index.html
index 9f0a1c9dc..2212ba859 100644
--- a/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/argument-1-Neuron/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_graph.Make.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Neuron</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#init-neuron">Init neuron</a></li><li><a href="#input-neuron">Input neuron</a></li><li><a href="#activation-neuron">Activation neuron</a></li><li><a href="#linear-neuron">Linear neuron</a></li><li><a href="#linearnobias-neuron">LinearNoBias neuron</a></li><li><a href="#recurrent-neuron">Recurrent neuron</a></li><li><a href="#lstm-neuron">LSTM neuron</a></li><li><a href="#gru-neuron">GRU neuron</a></li><li><a href="#conv1d-neuron">Conv1D neuron</a></li><li><a href="#conv2d-neuron">Conv2D neuron</a></li><li><a href="#conv3d-neuron">Conv3D neuron</a></li><li><a href="#dilatedconv1d-neuron">DilatedConv1D neuron</a></li><li><a href="#dilatedconv2d-neuron">DilatedConv2D neuron</a></li><li><a href="#dilatedconv3d-neuron">DilatedConv3D neuron</a></li><li><a href="#transposeconv1d-neuron">TransposeConv1D neuron</a></li><li><a href="#transposeconv2d-neuron">TransposeConv2D neuron</a></li><li><a href="#transposeconv3d-neuron">TransposeConv3D neuron</a></li><li><a href="#fullyconnected-neuron">FullyConnected neuron</a></li><li><a href="#maxpool1d-neuron">MaxPool1D neuron</a></li><li><a href="#maxpool2d-neuron">MaxPool2D neuron</a></li><li><a href="#avgpool1d-neuron">AvgPool1D neuron</a></li><li><a href="#avgpool2d-neuron">AvgPool2D neuron</a></li><li><a href="#globalmaxpool1d-neuron">GlobalMaxPool1D neuron</a></li><li><a href="#globalmaxpool2d-neuron">GlobalMaxPool2D neuron</a></li><li><a href="#globalavgpool1d-neuron">GlobalAvgPool1D neuron</a></li><li><a href="#globalavgpool2d-neuron">GlobalAvgPool2D neuron</a></li><li><a href="#upsampling1d-neuron">UpSampling1D neuron</a></li><li><a href="#upsampling2d-neuron">UpSampling2D neuron</a></li><li><a href="#upsampling3d-neuron">UpSampling3D neuron</a></li><li><a href="#padding1d-neuron">Padding1D neuron</a></li><li><a href="#padding2d-neuron">Padding2D neuron</a></li><li><a href="#padding3d-neuron">Padding3D neuron</a></li><li><a href="#lambda-neuron">Lambda neuron</a></li><li><a href="#lambdaarray-neuron">LambdaArray neuron</a></li><li><a href="#dropout-neuron">Dropout neuron</a></li><li><a href="#reshape-neuron">Reshape neuron</a></li><li><a href="#flatten-neuron">Flatten neuron</a></li><li><a href="#slice-neuron">Slice neuron</a></li><li><a href="#add-neuron">Add neuron</a></li><li><a href="#mul-neuron">Mul neuron</a></li><li><a href="#dot-neuron">Dot neuron</a></li><li><a href="#max-neuron">Max neuron</a></li><li><a href="#average-neuron">Average neuron</a></li><li><a href="#concatenate-neuron">Concatenate neuron</a></li><li><a href="#normalisation-neuron">Normalisation neuron</a></li><li><a href="#gaussiannoise-neuron">GaussianNoise neuron</a></li><li><a href="#gaussiandropout-neuron">GaussianDropout neuron</a></li><li><a href="#alphadropout-neuron">AlphaDropout neuron</a></li><li><a href="#embedding-neuron">Embedding neuron</a></li><li><a href="#masking-neuron">Masking neuron</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <a href="../../../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h6 id="init-neuron"><a href="#init-neuron" class="anchor"></a>Init neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="input-neuron"><a href="#input-neuron" class="anchor"></a>Input neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="activation-neuron"><a href="#activation-neuron" class="anchor"></a>Activation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linear-neuron"><a href="#linear-neuron" class="anchor"></a>Linear neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linearnobias-neuron"><a href="#linearnobias-neuron" class="anchor"></a>LinearNoBias neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="recurrent-neuron"><a href="#recurrent-neuron" class="anchor"></a>Recurrent neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lstm-neuron"><a href="#lstm-neuron" class="anchor"></a>LSTM neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gru-neuron"><a href="#gru-neuron" class="anchor"></a>GRU neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv1d-neuron"><a href="#conv1d-neuron" class="anchor"></a>Conv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv2d-neuron"><a href="#conv2d-neuron" class="anchor"></a>Conv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv3d-neuron"><a href="#conv3d-neuron" class="anchor"></a>Conv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv1d-neuron"><a href="#dilatedconv1d-neuron" class="anchor"></a>DilatedConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv2d-neuron"><a href="#dilatedconv2d-neuron" class="anchor"></a>DilatedConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv3d-neuron"><a href="#dilatedconv3d-neuron" class="anchor"></a>DilatedConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv1d-neuron"><a href="#transposeconv1d-neuron" class="anchor"></a>TransposeConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv2d-neuron"><a href="#transposeconv2d-neuron" class="anchor"></a>TransposeConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv3d-neuron"><a href="#transposeconv3d-neuron" class="anchor"></a>TransposeConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="fullyconnected-neuron"><a href="#fullyconnected-neuron" class="anchor"></a>FullyConnected neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool1d-neuron"><a href="#maxpool1d-neuron" class="anchor"></a>MaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool2d-neuron"><a href="#maxpool2d-neuron" class="anchor"></a>MaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool1d-neuron"><a href="#avgpool1d-neuron" class="anchor"></a>AvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool2d-neuron"><a href="#avgpool2d-neuron" class="anchor"></a>AvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool1d-neuron"><a href="#globalmaxpool1d-neuron" class="anchor"></a>GlobalMaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool2d-neuron"><a href="#globalmaxpool2d-neuron" class="anchor"></a>GlobalMaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool1d-neuron"><a href="#globalavgpool1d-neuron" class="anchor"></a>GlobalAvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool2d-neuron"><a href="#globalavgpool2d-neuron" class="anchor"></a>GlobalAvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling1d-neuron"><a href="#upsampling1d-neuron" class="anchor"></a>UpSampling1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling2d-neuron"><a href="#upsampling2d-neuron" class="anchor"></a>UpSampling2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling3d-neuron"><a href="#upsampling3d-neuron" class="anchor"></a>UpSampling3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding1d-neuron"><a href="#padding1d-neuron" class="anchor"></a>Padding1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding2d-neuron"><a href="#padding2d-neuron" class="anchor"></a>Padding2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding3d-neuron"><a href="#padding3d-neuron" class="anchor"></a>Padding3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambda-neuron"><a href="#lambda-neuron" class="anchor"></a>Lambda neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambdaarray-neuron"><a href="#lambdaarray-neuron" class="anchor"></a>LambdaArray neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dropout-neuron"><a href="#dropout-neuron" class="anchor"></a>Dropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="reshape-neuron"><a href="#reshape-neuron" class="anchor"></a>Reshape neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="flatten-neuron"><a href="#flatten-neuron" class="anchor"></a>Flatten neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="slice-neuron"><a href="#slice-neuron" class="anchor"></a>Slice neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="add-neuron"><a href="#add-neuron" class="anchor"></a>Add neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="mul-neuron"><a href="#mul-neuron" class="anchor"></a>Mul neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dot-neuron"><a href="#dot-neuron" class="anchor"></a>Dot neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="max-neuron"><a href="#max-neuron" class="anchor"></a>Max neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="average-neuron"><a href="#average-neuron" class="anchor"></a>Average neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="concatenate-neuron"><a href="#concatenate-neuron" class="anchor"></a>Concatenate neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="normalisation-neuron"><a href="#normalisation-neuron" class="anchor"></a>Normalisation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiannoise-neuron"><a href="#gaussiannoise-neuron" class="anchor"></a>GaussianNoise neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiandropout-neuron"><a href="#gaussiandropout-neuron" class="anchor"></a>GaussianDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="alphadropout-neuron"><a href="#alphadropout-neuron" class="anchor"></a>AlphaDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="embedding-neuron"><a href="#embedding-neuron" class="anchor"></a>Embedding neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="masking-neuron"><a href="#masking-neuron" class="anchor"></a>Masking neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of neuron.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Get both input and output shapes of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the input shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the output shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the trainable parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primal values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update trainable parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Load both trainable and non-trainable parameters into the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble both trainable and non-trainable parameters of the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_graph.Make.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_graph</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Neuron</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#init-neuron">Init neuron</a></li><li><a href="#input-neuron">Input neuron</a></li><li><a href="#activation-neuron">Activation neuron</a></li><li><a href="#linear-neuron">Linear neuron</a></li><li><a href="#linearnobias-neuron">LinearNoBias neuron</a></li><li><a href="#recurrent-neuron">Recurrent neuron</a></li><li><a href="#lstm-neuron">LSTM neuron</a></li><li><a href="#gru-neuron">GRU neuron</a></li><li><a href="#conv1d-neuron">Conv1D neuron</a></li><li><a href="#conv2d-neuron">Conv2D neuron</a></li><li><a href="#conv3d-neuron">Conv3D neuron</a></li><li><a href="#dilatedconv1d-neuron">DilatedConv1D neuron</a></li><li><a href="#dilatedconv2d-neuron">DilatedConv2D neuron</a></li><li><a href="#dilatedconv3d-neuron">DilatedConv3D neuron</a></li><li><a href="#transposeconv1d-neuron">TransposeConv1D neuron</a></li><li><a href="#transposeconv2d-neuron">TransposeConv2D neuron</a></li><li><a href="#transposeconv3d-neuron">TransposeConv3D neuron</a></li><li><a href="#fullyconnected-neuron">FullyConnected neuron</a></li><li><a href="#maxpool1d-neuron">MaxPool1D neuron</a></li><li><a href="#maxpool2d-neuron">MaxPool2D neuron</a></li><li><a href="#avgpool1d-neuron">AvgPool1D neuron</a></li><li><a href="#avgpool2d-neuron">AvgPool2D neuron</a></li><li><a href="#globalmaxpool1d-neuron">GlobalMaxPool1D neuron</a></li><li><a href="#globalmaxpool2d-neuron">GlobalMaxPool2D neuron</a></li><li><a href="#globalavgpool1d-neuron">GlobalAvgPool1D neuron</a></li><li><a href="#globalavgpool2d-neuron">GlobalAvgPool2D neuron</a></li><li><a href="#upsampling1d-neuron">UpSampling1D neuron</a></li><li><a href="#upsampling2d-neuron">UpSampling2D neuron</a></li><li><a href="#upsampling3d-neuron">UpSampling3D neuron</a></li><li><a href="#padding1d-neuron">Padding1D neuron</a></li><li><a href="#padding2d-neuron">Padding2D neuron</a></li><li><a href="#padding3d-neuron">Padding3D neuron</a></li><li><a href="#lambda-neuron">Lambda neuron</a></li><li><a href="#lambdaarray-neuron">LambdaArray neuron</a></li><li><a href="#dropout-neuron">Dropout neuron</a></li><li><a href="#reshape-neuron">Reshape neuron</a></li><li><a href="#flatten-neuron">Flatten neuron</a></li><li><a href="#slice-neuron">Slice neuron</a></li><li><a href="#add-neuron">Add neuron</a></li><li><a href="#mul-neuron">Mul neuron</a></li><li><a href="#dot-neuron">Dot neuron</a></li><li><a href="#max-neuron">Max neuron</a></li><li><a href="#average-neuron">Average neuron</a></li><li><a href="#concatenate-neuron">Concatenate neuron</a></li><li><a href="#normalisation-neuron">Normalisation neuron</a></li><li><a href="#gaussiannoise-neuron">GaussianNoise neuron</a></li><li><a href="#gaussiandropout-neuron">GaussianDropout neuron</a></li><li><a href="#alphadropout-neuron">AlphaDropout neuron</a></li><li><a href="#embedding-neuron">Embedding neuron</a></li><li><a href="#masking-neuron">Masking neuron</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <a href="../../../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h6 id="init-neuron"><a href="#init-neuron" class="anchor"></a>Init neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="input-neuron"><a href="#input-neuron" class="anchor"></a>Input neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="activation-neuron"><a href="#activation-neuron" class="anchor"></a>Activation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linear-neuron"><a href="#linear-neuron" class="anchor"></a>Linear neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linearnobias-neuron"><a href="#linearnobias-neuron" class="anchor"></a>LinearNoBias neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="recurrent-neuron"><a href="#recurrent-neuron" class="anchor"></a>Recurrent neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lstm-neuron"><a href="#lstm-neuron" class="anchor"></a>LSTM neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gru-neuron"><a href="#gru-neuron" class="anchor"></a>GRU neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv1d-neuron"><a href="#conv1d-neuron" class="anchor"></a>Conv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv2d-neuron"><a href="#conv2d-neuron" class="anchor"></a>Conv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv3d-neuron"><a href="#conv3d-neuron" class="anchor"></a>Conv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv1d-neuron"><a href="#dilatedconv1d-neuron" class="anchor"></a>DilatedConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv2d-neuron"><a href="#dilatedconv2d-neuron" class="anchor"></a>DilatedConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv3d-neuron"><a href="#dilatedconv3d-neuron" class="anchor"></a>DilatedConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv1d-neuron"><a href="#transposeconv1d-neuron" class="anchor"></a>TransposeConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv2d-neuron"><a href="#transposeconv2d-neuron" class="anchor"></a>TransposeConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv3d-neuron"><a href="#transposeconv3d-neuron" class="anchor"></a>TransposeConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="fullyconnected-neuron"><a href="#fullyconnected-neuron" class="anchor"></a>FullyConnected neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool1d-neuron"><a href="#maxpool1d-neuron" class="anchor"></a>MaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool2d-neuron"><a href="#maxpool2d-neuron" class="anchor"></a>MaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool1d-neuron"><a href="#avgpool1d-neuron" class="anchor"></a>AvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool2d-neuron"><a href="#avgpool2d-neuron" class="anchor"></a>AvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool1d-neuron"><a href="#globalmaxpool1d-neuron" class="anchor"></a>GlobalMaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool2d-neuron"><a href="#globalmaxpool2d-neuron" class="anchor"></a>GlobalMaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool1d-neuron"><a href="#globalavgpool1d-neuron" class="anchor"></a>GlobalAvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool2d-neuron"><a href="#globalavgpool2d-neuron" class="anchor"></a>GlobalAvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling1d-neuron"><a href="#upsampling1d-neuron" class="anchor"></a>UpSampling1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling2d-neuron"><a href="#upsampling2d-neuron" class="anchor"></a>UpSampling2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling3d-neuron"><a href="#upsampling3d-neuron" class="anchor"></a>UpSampling3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding1d-neuron"><a href="#padding1d-neuron" class="anchor"></a>Padding1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding2d-neuron"><a href="#padding2d-neuron" class="anchor"></a>Padding2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding3d-neuron"><a href="#padding3d-neuron" class="anchor"></a>Padding3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambda-neuron"><a href="#lambda-neuron" class="anchor"></a>Lambda neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambdaarray-neuron"><a href="#lambdaarray-neuron" class="anchor"></a>LambdaArray neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dropout-neuron"><a href="#dropout-neuron" class="anchor"></a>Dropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="reshape-neuron"><a href="#reshape-neuron" class="anchor"></a>Reshape neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="flatten-neuron"><a href="#flatten-neuron" class="anchor"></a>Flatten neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="slice-neuron"><a href="#slice-neuron" class="anchor"></a>Slice neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="add-neuron"><a href="#add-neuron" class="anchor"></a>Add neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="mul-neuron"><a href="#mul-neuron" class="anchor"></a>Mul neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dot-neuron"><a href="#dot-neuron" class="anchor"></a>Dot neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="max-neuron"><a href="#max-neuron" class="anchor"></a>Max neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="average-neuron"><a href="#average-neuron" class="anchor"></a>Average neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="concatenate-neuron"><a href="#concatenate-neuron" class="anchor"></a>Concatenate neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="normalisation-neuron"><a href="#normalisation-neuron" class="anchor"></a>Normalisation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiannoise-neuron"><a href="#gaussiannoise-neuron" class="anchor"></a>GaussianNoise neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiandropout-neuron"><a href="#gaussiandropout-neuron" class="anchor"></a>GaussianDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="alphadropout-neuron"><a href="#alphadropout-neuron" class="anchor"></a>AlphaDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="embedding-neuron"><a href="#embedding-neuron" class="anchor"></a>Embedding neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="masking-neuron"><a href="#masking-neuron" class="anchor"></a>Masking neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of neuron.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Get both input and output shapes of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the input shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the output shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the trainable parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primal values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update trainable parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Load both trainable and non-trainable parameters into the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble both trainable and non-trainable parameters of the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph/Make/index.html b/docs/owl-base/Owl_neural_graph/Make/index.html
index d723ee48e..42b9b151a 100644
--- a/docs/owl-base/Owl_neural_graph/Make/index.html
+++ b/docs/owl-base/Owl_neural_graph/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_neural_graph.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_graph</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_graph.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Neuron"><a href="#argument-1-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Neuron/index.html">Neuron</a></span><span> : <a href="../../Owl_neural_neuron_sig/module-type-Sig/index.html">Owl_neural_neuron_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> Neuron</span><span> = <a href="argument-1-Neuron/index.html">Neuron</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="argument-1-Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="argument-1-Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> = </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_neural_graph.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_graph</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_graph.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Neuron"><a href="#argument-1-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Neuron/index.html">Neuron</a></span><span> : <a href="../../Owl_neural_neuron_sig/module-type-Sig/index.html">Owl_neural_neuron_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> Neuron</span><span> = <a href="argument-1-Neuron/index.html">Neuron</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="argument-1-Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="argument-1-Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> = </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?train</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph/index.html b/docs/owl-base/Owl_neural_graph/index.html
index 10d43b2af..8ed45b793 100644
--- a/docs/owl-base/Owl_neural_graph/index.html
+++ b/docs/owl-base/Owl_neural_graph/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_graph (owl-base.Owl_neural_graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_graph</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_graph</span></code></h1><p>Neural network: Graphical neural network</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Neuron/index.html">Neuron</a> : <a href="../Owl_neural_neuron_sig/module-type-Sig/index.html">Owl_neural_neuron_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_graph (owl-base.Owl_neural_graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_graph</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_graph</span></code></h1><p>Neural network: Graphical neural network</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Neuron/index.html">Neuron</a> : <a href="../Owl_neural_neuron_sig/module-type-Sig/index.html">Owl_neural_neuron_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/index.html b/docs/owl-base/Owl_neural_graph_sig/index.html
index 287dd3b4c..af941c46d 100644
--- a/docs/owl-base/Owl_neural_graph_sig/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_graph_sig (owl-base.Owl_neural_graph_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_graph_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_graph_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_graph_sig (owl-base.Owl_neural_graph_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_graph_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_graph_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Activation/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Activation/index.html
index e144ba231..74dbb6aa5 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Activation/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Activation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_graph_sig.Sig.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of activation functions.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Run one specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of a specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_graph_sig.Sig.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of activation functions.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Run one specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of a specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Add/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Add/index.html
index 4dbbfdbd2..0a236673c 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Add/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Add/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_graph_sig.Sig.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_graph_sig.Sig.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AlphaDropout/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AlphaDropout/index.html
index 56f02c636..720ac6751 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AlphaDropout/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AlphaDropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_graph_sig.Sig.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_graph_sig.Sig.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Average/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Average/index.html
index 40020e65b..9d08239bb 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Average/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Average/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_graph_sig.Sig.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_graph_sig.Sig.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AvgPool1D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AvgPool1D/index.html
index c878ace61..8f0d1052a 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AvgPool2D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AvgPool2D/index.html
index 6767fe3f7..73c33df6c 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/AvgPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Concatenate/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Concatenate/index.html
index 618b22056..df27b4712 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Concatenate/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Concatenate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_graph_sig.Sig.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_graph_sig.Sig.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv1D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv1D/index.html
index 9f5684f35..b3c62d45a 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv1D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv2D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv2D/index.html
index aa1a682f0..865bc4cc1 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv2D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv3D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv3D/index.html
index 0c670b579..0890749d0 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv3D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Conv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv1D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv1D/index.html
index 3b77f8f3d..ab2dc73cb 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv1D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv2D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv2D/index.html
index 6294a0a75..4319d3203 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv2D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv3D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv3D/index.html
index a3bf92bb8..891bc4937 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv3D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/DilatedConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_graph_sig.Sig.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_graph_sig.Sig.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Dot/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Dot/index.html
index 66e7c9de0..20210d272 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Dot/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Dot/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_graph_sig.Sig.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_graph_sig.Sig.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Dropout/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Dropout/index.html
index 5eefc6641..937519347 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Dropout/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Dropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_graph_sig.Sig.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_graph_sig.Sig.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Embedding/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Embedding/index.html
index 8a585b5ff..8de3127d8 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Embedding/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Embedding/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_graph_sig.Sig.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_graph_sig.Sig.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Flatten/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Flatten/index.html
index 0fcc64971..3087614d8 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Flatten/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Flatten/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_graph_sig.Sig.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_graph_sig.Sig.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/FullyConnected/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/FullyConnected/index.html
index abfbb618b..c0c21b063 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/FullyConnected/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/FullyConnected/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_graph_sig.Sig.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_graph_sig.Sig.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GRU/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GRU/index.html
index c08e686c7..350c87803 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GRU/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GRU/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_graph_sig.Sig.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_graph_sig.Sig.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GaussianDropout/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GaussianDropout/index.html
index 4ee2bc2dc..769e56313 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GaussianDropout/index.html
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_graph_sig.Sig.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_graph_sig.Sig.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GaussianNoise/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GaussianNoise/index.html
index 245248d54..3b6c8805e 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GaussianNoise/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GaussianNoise/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_graph_sig.Sig.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_graph_sig.Sig.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalAvgPool1D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalAvgPool1D/index.html
index 9a54b20d7..1aaedd56f 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalAvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalAvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalAvgPool2D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalAvgPool2D/index.html
index 11eeb1f64..dd0f27d0f 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalAvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalAvgPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalMaxPool1D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalMaxPool1D/index.html
index 0e3d8c1a2..be1f34cf3 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalMaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalMaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalMaxPool2D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalMaxPool2D/index.html
index 154e14459..dc0710f76 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalMaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/GlobalMaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Init/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Init/index.html
index 8134f4c31..80d43ebc7 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Init/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Init/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_graph_sig.Sig.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Initialisation types</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Calculate fan-in and fan-out of weights.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_graph_sig.Sig.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Initialisation types</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Calculate fan-in and fan-out of weights.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Input/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Input/index.html
index 34c10f57e..9647bedca 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Input/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Input/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_graph_sig.Sig.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_graph_sig.Sig.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LSTM/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LSTM/index.html
index 3d039bbd3..4829aeaf7 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LSTM/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LSTM/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_graph_sig.Sig.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_graph_sig.Sig.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Lambda/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Lambda/index.html
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--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Lambda/index.html
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@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_graph_sig.Sig.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_graph_sig.Sig.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?out_shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LambdaArray/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LambdaArray/index.html
index 043937d01..ed60e1f5e 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LambdaArray/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LambdaArray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_graph_sig.Sig.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_graph_sig.Sig.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Linear/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Linear/index.html
index d86f13570..1c7e0f3f5 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Linear/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Linear/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_graph_sig.Sig.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_graph_sig.Sig.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LinearNoBias/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LinearNoBias/index.html
index 4b27db799..089daabb9 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LinearNoBias/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/LinearNoBias/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_graph_sig.Sig.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_graph_sig.Sig.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Masking/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Masking/index.html
index 3b0d60d7f..dbc06683c 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Masking/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Masking/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_graph_sig.Sig.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_graph_sig.Sig.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Max/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Max/index.html
index bac9f014c..44c3b41e7 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Max/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Max/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_graph_sig.Sig.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_graph_sig.Sig.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/MaxPool1D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/MaxPool1D/index.html
index 84a45b892..8127318bc 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/MaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/MaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/MaxPool2D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/MaxPool2D/index.html
index 4601299f8..906a4fc41 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/MaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/MaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Mul/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Mul/index.html
index 8c60c424c..b79d0c080 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Mul/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Mul/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_graph_sig.Sig.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_graph_sig.Sig.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Normalisation/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Normalisation/index.html
index dd452ac90..450790cb2 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Normalisation/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Normalisation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_graph_sig.Sig.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_graph_sig.Sig.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?training</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?decay</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?mu</span>:<a href="../Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Linalg/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Linalg/index.html
index c32a0c59b..85de79a11 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Mat/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Mat/index.html
index 4d0e47eec..d9909b668 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Scalar/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Scalar/index.html
index 113984958..dfc937edc 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/index.html
index 4837e8051..e1c5ec00e 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Arr/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Arr/index.html
index 0d8e0b7b0..2fa5c4af2 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Arr/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/index.html
index a7ba36637..237b95f96 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index af78dab4e..b5a29fd7e 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
index 3258dd4d9..33407aa30 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
index fcf29e306..c19a8f990 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index 9ceb2e789..7bda4f37e 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
index 162937d1d..28aea68b0 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
index 66d196bd9..ff30fa7b4 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Linalg/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Linalg/index.html
index fdf27facf..49eb74c5b 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Mat/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Mat/index.html
index 7ad20b375..25edddf37 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Maths/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Maths/index.html
index c3621cae7..36d0882a2 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/NN/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/NN/index.html
index 1bcef296b..d21381965 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/NN/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/index.html
index 5673c0c10..9b23ad7d5 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Algodiff/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Batch/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Batch/index.html
index dc63ec664..60525f53f 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Batch/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Checkpoint/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Checkpoint/index.html
index b06434305..4a22dca9d 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Checkpoint/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Checkpoint/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Clipping/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Clipping/index.html
index a3a80f32b..a8fd5bba5 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Clipping/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Clipping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Gradient/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Gradient/index.html
index cb7629b92..7755ac57d 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Gradient/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Learning_Rate/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Learning_Rate/index.html
index a663b8fd2..294c37917 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Learning_Rate/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Learning_Rate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Loss/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Loss/index.html
index e017aaa9a..d14706a0b 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Loss/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Momentum/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Momentum/index.html
index 9eddb805d..87353dd90 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Momentum/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Momentum/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Params/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Params/index.html
index 7f9eb170d..c07463a60 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Params/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Regularisation/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Regularisation/index.html
index 59de5023b..1359b8a6e 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Regularisation/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Regularisation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Stopping/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Stopping/index.html
index 4084c8dea..28094b8e6 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Stopping/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Stopping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Utils/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Utils/index.html
index ae9a48bd6..bb1273229 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Utils/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/index.html
index ac27dbbb1..c499ad9d2 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_graph_sig.Sig.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
@@ -28,4 +28,4 @@
   <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>This function is minimize the weights in a compiled neural network of graph structure.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding1D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding1D/index.html
index f6bc1ad09..f7e76b6be 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding1D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding2D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding2D/index.html
index 5d184a9f2..191173ded 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding2D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding3D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding3D/index.html
index a7faf1048..984cf3470 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding3D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Padding3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_graph_sig.Sig.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Recurrent/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Recurrent/index.html
index a9fedeca3..96652319f 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Recurrent/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Recurrent/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_graph_sig.Sig.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_graph_sig.Sig.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Reshape/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Reshape/index.html
index 55b12f3cb..d1d430ed4 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Reshape/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Reshape/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_graph_sig.Sig.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_graph_sig.Sig.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Slice/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Slice/index.html
index 67abbf23f..9afa916ba 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Slice/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/Slice/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_graph_sig.Sig.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><p>Neuron type definition.</p><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_graph_sig.Sig.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><p>Neuron type definition.</p><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv1D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv1D/index.html
index 3c8dcc940..c6e6d2ed9 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv1D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv2D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv2D/index.html
index ad27a4cad..ccf18daca 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv2D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv3D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv3D/index.html
index 14eb5318b..701652725 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv3D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/TransposeConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_graph_sig.Sig.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_graph_sig.Sig.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling1D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling1D/index.html
index e37cc2d40..e9f89b8ec 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling1D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_graph_sig.Sig.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling2D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling2D/index.html
index 37ec720c0..9545ba82b 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling2D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_graph_sig.Sig.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling3D/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling3D/index.html
index 3cc31c28f..164c7bbd5 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling3D/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/UpSampling3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_graph_sig.Sig.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_graph_sig.Sig.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/index.html
index a2fcc4f63..c19aa81c7 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/Neuron/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_graph_sig.Sig.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Neuron</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#init-neuron">Init neuron</a></li><li><a href="#input-neuron">Input neuron</a></li><li><a href="#activation-neuron">Activation neuron</a></li><li><a href="#linear-neuron">Linear neuron</a></li><li><a href="#linearnobias-neuron">LinearNoBias neuron</a></li><li><a href="#recurrent-neuron">Recurrent neuron</a></li><li><a href="#lstm-neuron">LSTM neuron</a></li><li><a href="#gru-neuron">GRU neuron</a></li><li><a href="#conv1d-neuron">Conv1D neuron</a></li><li><a href="#conv2d-neuron">Conv2D neuron</a></li><li><a href="#conv3d-neuron">Conv3D neuron</a></li><li><a href="#dilatedconv1d-neuron">DilatedConv1D neuron</a></li><li><a href="#dilatedconv2d-neuron">DilatedConv2D neuron</a></li><li><a href="#dilatedconv3d-neuron">DilatedConv3D neuron</a></li><li><a href="#transposeconv1d-neuron">TransposeConv1D neuron</a></li><li><a href="#transposeconv2d-neuron">TransposeConv2D neuron</a></li><li><a href="#transposeconv3d-neuron">TransposeConv3D neuron</a></li><li><a href="#fullyconnected-neuron">FullyConnected neuron</a></li><li><a href="#maxpool1d-neuron">MaxPool1D neuron</a></li><li><a href="#maxpool2d-neuron">MaxPool2D neuron</a></li><li><a href="#avgpool1d-neuron">AvgPool1D neuron</a></li><li><a href="#avgpool2d-neuron">AvgPool2D neuron</a></li><li><a href="#globalmaxpool1d-neuron">GlobalMaxPool1D neuron</a></li><li><a href="#globalmaxpool2d-neuron">GlobalMaxPool2D neuron</a></li><li><a href="#globalavgpool1d-neuron">GlobalAvgPool1D neuron</a></li><li><a href="#globalavgpool2d-neuron">GlobalAvgPool2D neuron</a></li><li><a href="#upsampling1d-neuron">UpSampling1D neuron</a></li><li><a href="#upsampling2d-neuron">UpSampling2D neuron</a></li><li><a href="#upsampling3d-neuron">UpSampling3D neuron</a></li><li><a href="#padding1d-neuron">Padding1D neuron</a></li><li><a href="#padding2d-neuron">Padding2D neuron</a></li><li><a href="#padding3d-neuron">Padding3D neuron</a></li><li><a href="#lambda-neuron">Lambda neuron</a></li><li><a href="#lambdaarray-neuron">LambdaArray neuron</a></li><li><a href="#dropout-neuron">Dropout neuron</a></li><li><a href="#reshape-neuron">Reshape neuron</a></li><li><a href="#flatten-neuron">Flatten neuron</a></li><li><a href="#slice-neuron">Slice neuron</a></li><li><a href="#add-neuron">Add neuron</a></li><li><a href="#mul-neuron">Mul neuron</a></li><li><a href="#dot-neuron">Dot neuron</a></li><li><a href="#max-neuron">Max neuron</a></li><li><a href="#average-neuron">Average neuron</a></li><li><a href="#concatenate-neuron">Concatenate neuron</a></li><li><a href="#normalisation-neuron">Normalisation neuron</a></li><li><a href="#gaussiannoise-neuron">GaussianNoise neuron</a></li><li><a href="#gaussiandropout-neuron">GaussianDropout neuron</a></li><li><a href="#alphadropout-neuron">AlphaDropout neuron</a></li><li><a href="#embedding-neuron">Embedding neuron</a></li><li><a href="#masking-neuron">Masking neuron</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <a href="../../../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h6 id="init-neuron"><a href="#init-neuron" class="anchor"></a>Init neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="input-neuron"><a href="#input-neuron" class="anchor"></a>Input neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="activation-neuron"><a href="#activation-neuron" class="anchor"></a>Activation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linear-neuron"><a href="#linear-neuron" class="anchor"></a>Linear neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linearnobias-neuron"><a href="#linearnobias-neuron" class="anchor"></a>LinearNoBias neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="recurrent-neuron"><a href="#recurrent-neuron" class="anchor"></a>Recurrent neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lstm-neuron"><a href="#lstm-neuron" class="anchor"></a>LSTM neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gru-neuron"><a href="#gru-neuron" class="anchor"></a>GRU neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv1d-neuron"><a href="#conv1d-neuron" class="anchor"></a>Conv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv2d-neuron"><a href="#conv2d-neuron" class="anchor"></a>Conv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv3d-neuron"><a href="#conv3d-neuron" class="anchor"></a>Conv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv1d-neuron"><a href="#dilatedconv1d-neuron" class="anchor"></a>DilatedConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv2d-neuron"><a href="#dilatedconv2d-neuron" class="anchor"></a>DilatedConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv3d-neuron"><a href="#dilatedconv3d-neuron" class="anchor"></a>DilatedConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv1d-neuron"><a href="#transposeconv1d-neuron" class="anchor"></a>TransposeConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv2d-neuron"><a href="#transposeconv2d-neuron" class="anchor"></a>TransposeConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv3d-neuron"><a href="#transposeconv3d-neuron" class="anchor"></a>TransposeConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="fullyconnected-neuron"><a href="#fullyconnected-neuron" class="anchor"></a>FullyConnected neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool1d-neuron"><a href="#maxpool1d-neuron" class="anchor"></a>MaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool2d-neuron"><a href="#maxpool2d-neuron" class="anchor"></a>MaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool1d-neuron"><a href="#avgpool1d-neuron" class="anchor"></a>AvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool2d-neuron"><a href="#avgpool2d-neuron" class="anchor"></a>AvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool1d-neuron"><a href="#globalmaxpool1d-neuron" class="anchor"></a>GlobalMaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool2d-neuron"><a href="#globalmaxpool2d-neuron" class="anchor"></a>GlobalMaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool1d-neuron"><a href="#globalavgpool1d-neuron" class="anchor"></a>GlobalAvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool2d-neuron"><a href="#globalavgpool2d-neuron" class="anchor"></a>GlobalAvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling1d-neuron"><a href="#upsampling1d-neuron" class="anchor"></a>UpSampling1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling2d-neuron"><a href="#upsampling2d-neuron" class="anchor"></a>UpSampling2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling3d-neuron"><a href="#upsampling3d-neuron" class="anchor"></a>UpSampling3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding1d-neuron"><a href="#padding1d-neuron" class="anchor"></a>Padding1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding2d-neuron"><a href="#padding2d-neuron" class="anchor"></a>Padding2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding3d-neuron"><a href="#padding3d-neuron" class="anchor"></a>Padding3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambda-neuron"><a href="#lambda-neuron" class="anchor"></a>Lambda neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambdaarray-neuron"><a href="#lambdaarray-neuron" class="anchor"></a>LambdaArray neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dropout-neuron"><a href="#dropout-neuron" class="anchor"></a>Dropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="reshape-neuron"><a href="#reshape-neuron" class="anchor"></a>Reshape neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="flatten-neuron"><a href="#flatten-neuron" class="anchor"></a>Flatten neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="slice-neuron"><a href="#slice-neuron" class="anchor"></a>Slice neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="add-neuron"><a href="#add-neuron" class="anchor"></a>Add neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="mul-neuron"><a href="#mul-neuron" class="anchor"></a>Mul neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dot-neuron"><a href="#dot-neuron" class="anchor"></a>Dot neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="max-neuron"><a href="#max-neuron" class="anchor"></a>Max neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="average-neuron"><a href="#average-neuron" class="anchor"></a>Average neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="concatenate-neuron"><a href="#concatenate-neuron" class="anchor"></a>Concatenate neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="normalisation-neuron"><a href="#normalisation-neuron" class="anchor"></a>Normalisation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiannoise-neuron"><a href="#gaussiannoise-neuron" class="anchor"></a>GaussianNoise neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiandropout-neuron"><a href="#gaussiandropout-neuron" class="anchor"></a>GaussianDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="alphadropout-neuron"><a href="#alphadropout-neuron" class="anchor"></a>AlphaDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="embedding-neuron"><a href="#embedding-neuron" class="anchor"></a>Embedding neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="masking-neuron"><a href="#masking-neuron" class="anchor"></a>Masking neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of neuron.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Get both input and output shapes of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the input shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the output shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the trainable parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primal values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update trainable parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Load both trainable and non-trainable parameters into the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble both trainable and non-trainable parameters of the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl-base.Owl_neural_graph_sig.Sig.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_graph_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Neuron</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#init-neuron">Init neuron</a></li><li><a href="#input-neuron">Input neuron</a></li><li><a href="#activation-neuron">Activation neuron</a></li><li><a href="#linear-neuron">Linear neuron</a></li><li><a href="#linearnobias-neuron">LinearNoBias neuron</a></li><li><a href="#recurrent-neuron">Recurrent neuron</a></li><li><a href="#lstm-neuron">LSTM neuron</a></li><li><a href="#gru-neuron">GRU neuron</a></li><li><a href="#conv1d-neuron">Conv1D neuron</a></li><li><a href="#conv2d-neuron">Conv2D neuron</a></li><li><a href="#conv3d-neuron">Conv3D neuron</a></li><li><a href="#dilatedconv1d-neuron">DilatedConv1D neuron</a></li><li><a href="#dilatedconv2d-neuron">DilatedConv2D neuron</a></li><li><a href="#dilatedconv3d-neuron">DilatedConv3D neuron</a></li><li><a href="#transposeconv1d-neuron">TransposeConv1D neuron</a></li><li><a href="#transposeconv2d-neuron">TransposeConv2D neuron</a></li><li><a href="#transposeconv3d-neuron">TransposeConv3D neuron</a></li><li><a href="#fullyconnected-neuron">FullyConnected neuron</a></li><li><a href="#maxpool1d-neuron">MaxPool1D neuron</a></li><li><a href="#maxpool2d-neuron">MaxPool2D neuron</a></li><li><a href="#avgpool1d-neuron">AvgPool1D neuron</a></li><li><a href="#avgpool2d-neuron">AvgPool2D neuron</a></li><li><a href="#globalmaxpool1d-neuron">GlobalMaxPool1D neuron</a></li><li><a href="#globalmaxpool2d-neuron">GlobalMaxPool2D neuron</a></li><li><a href="#globalavgpool1d-neuron">GlobalAvgPool1D neuron</a></li><li><a href="#globalavgpool2d-neuron">GlobalAvgPool2D neuron</a></li><li><a href="#upsampling1d-neuron">UpSampling1D neuron</a></li><li><a href="#upsampling2d-neuron">UpSampling2D neuron</a></li><li><a href="#upsampling3d-neuron">UpSampling3D neuron</a></li><li><a href="#padding1d-neuron">Padding1D neuron</a></li><li><a href="#padding2d-neuron">Padding2D neuron</a></li><li><a href="#padding3d-neuron">Padding3D neuron</a></li><li><a href="#lambda-neuron">Lambda neuron</a></li><li><a href="#lambdaarray-neuron">LambdaArray neuron</a></li><li><a href="#dropout-neuron">Dropout neuron</a></li><li><a href="#reshape-neuron">Reshape neuron</a></li><li><a href="#flatten-neuron">Flatten neuron</a></li><li><a href="#slice-neuron">Slice neuron</a></li><li><a href="#add-neuron">Add neuron</a></li><li><a href="#mul-neuron">Mul neuron</a></li><li><a href="#dot-neuron">Dot neuron</a></li><li><a href="#max-neuron">Max neuron</a></li><li><a href="#average-neuron">Average neuron</a></li><li><a href="#concatenate-neuron">Concatenate neuron</a></li><li><a href="#normalisation-neuron">Normalisation neuron</a></li><li><a href="#gaussiannoise-neuron">GaussianNoise neuron</a></li><li><a href="#gaussiandropout-neuron">GaussianDropout neuron</a></li><li><a href="#alphadropout-neuron">AlphaDropout neuron</a></li><li><a href="#embedding-neuron">Embedding neuron</a></li><li><a href="#masking-neuron">Masking neuron</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <a href="../../../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h6 id="init-neuron"><a href="#init-neuron" class="anchor"></a>Init neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="input-neuron"><a href="#input-neuron" class="anchor"></a>Input neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="activation-neuron"><a href="#activation-neuron" class="anchor"></a>Activation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linear-neuron"><a href="#linear-neuron" class="anchor"></a>Linear neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linearnobias-neuron"><a href="#linearnobias-neuron" class="anchor"></a>LinearNoBias neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="recurrent-neuron"><a href="#recurrent-neuron" class="anchor"></a>Recurrent neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lstm-neuron"><a href="#lstm-neuron" class="anchor"></a>LSTM neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gru-neuron"><a href="#gru-neuron" class="anchor"></a>GRU neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv1d-neuron"><a href="#conv1d-neuron" class="anchor"></a>Conv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv2d-neuron"><a href="#conv2d-neuron" class="anchor"></a>Conv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv3d-neuron"><a href="#conv3d-neuron" class="anchor"></a>Conv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv1d-neuron"><a href="#dilatedconv1d-neuron" class="anchor"></a>DilatedConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv2d-neuron"><a href="#dilatedconv2d-neuron" class="anchor"></a>DilatedConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv3d-neuron"><a href="#dilatedconv3d-neuron" class="anchor"></a>DilatedConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv1d-neuron"><a href="#transposeconv1d-neuron" class="anchor"></a>TransposeConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv2d-neuron"><a href="#transposeconv2d-neuron" class="anchor"></a>TransposeConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv3d-neuron"><a href="#transposeconv3d-neuron" class="anchor"></a>TransposeConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="fullyconnected-neuron"><a href="#fullyconnected-neuron" class="anchor"></a>FullyConnected neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool1d-neuron"><a href="#maxpool1d-neuron" class="anchor"></a>MaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool2d-neuron"><a href="#maxpool2d-neuron" class="anchor"></a>MaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool1d-neuron"><a href="#avgpool1d-neuron" class="anchor"></a>AvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool2d-neuron"><a href="#avgpool2d-neuron" class="anchor"></a>AvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool1d-neuron"><a href="#globalmaxpool1d-neuron" class="anchor"></a>GlobalMaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool2d-neuron"><a href="#globalmaxpool2d-neuron" class="anchor"></a>GlobalMaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool1d-neuron"><a href="#globalavgpool1d-neuron" class="anchor"></a>GlobalAvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool2d-neuron"><a href="#globalavgpool2d-neuron" class="anchor"></a>GlobalAvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling1d-neuron"><a href="#upsampling1d-neuron" class="anchor"></a>UpSampling1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling2d-neuron"><a href="#upsampling2d-neuron" class="anchor"></a>UpSampling2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling3d-neuron"><a href="#upsampling3d-neuron" class="anchor"></a>UpSampling3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding1d-neuron"><a href="#padding1d-neuron" class="anchor"></a>Padding1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding2d-neuron"><a href="#padding2d-neuron" class="anchor"></a>Padding2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding3d-neuron"><a href="#padding3d-neuron" class="anchor"></a>Padding3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambda-neuron"><a href="#lambda-neuron" class="anchor"></a>Lambda neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambdaarray-neuron"><a href="#lambdaarray-neuron" class="anchor"></a>LambdaArray neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dropout-neuron"><a href="#dropout-neuron" class="anchor"></a>Dropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="reshape-neuron"><a href="#reshape-neuron" class="anchor"></a>Reshape neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="flatten-neuron"><a href="#flatten-neuron" class="anchor"></a>Flatten neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="slice-neuron"><a href="#slice-neuron" class="anchor"></a>Slice neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="add-neuron"><a href="#add-neuron" class="anchor"></a>Add neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="mul-neuron"><a href="#mul-neuron" class="anchor"></a>Mul neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dot-neuron"><a href="#dot-neuron" class="anchor"></a>Dot neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="max-neuron"><a href="#max-neuron" class="anchor"></a>Max neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="average-neuron"><a href="#average-neuron" class="anchor"></a>Average neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="concatenate-neuron"><a href="#concatenate-neuron" class="anchor"></a>Concatenate neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="normalisation-neuron"><a href="#normalisation-neuron" class="anchor"></a>Normalisation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiannoise-neuron"><a href="#gaussiannoise-neuron" class="anchor"></a>GaussianNoise neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiandropout-neuron"><a href="#gaussiandropout-neuron" class="anchor"></a>GaussianDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="alphadropout-neuron"><a href="#alphadropout-neuron" class="anchor"></a>AlphaDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="embedding-neuron"><a href="#embedding-neuron" class="anchor"></a>Embedding neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="masking-neuron"><a href="#masking-neuron" class="anchor"></a>Masking neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of neuron.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Get both input and output shapes of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the input shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the output shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the trainable parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primal values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update trainable parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Load both trainable and non-trainable parameters into the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble both trainable and non-trainable parameters of the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/index.html b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/index.html
index 0aade4272..913456281 100644
--- a/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_neural_graph_sig/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_neural_graph_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_graph_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_neural_graph_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#manipulate-networks">Manipulate networks</a></li><li><a href="#interface-to-optimisation-engine">Interface to optimisation engine</a></li><li><a href="#create-neurons">Create Neurons</a></li><li><a href="#helper-functions">Helper functions</a></li><li><a href="#train-networks">Train Networks</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <a href="../../Owl_neural_neuron_sig/module-type-Sig/index.html">Owl_neural_neuron_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> = </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a node and a neural network.</p></div></div><h6 id="manipulate-networks"><a href="#manipulate-networks" class="anchor"></a>Manipulate networks</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div><div class="spec-doc"><p>Create an empty neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_neural_graph_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_graph_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_neural_graph_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#manipulate-networks">Manipulate networks</a></li><li><a href="#interface-to-optimisation-engine">Interface to optimisation engine</a></li><li><a href="#create-neurons">Create Neurons</a></li><li><a href="#helper-functions">Helper functions</a></li><li><a href="#train-networks">Train Networks</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <a href="../../Owl_neural_neuron_sig/module-type-Sig/index.html">Owl_neural_neuron_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> = </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a node and a neural network.</p></div></div><h6 id="manipulate-networks"><a href="#manipulate-networks" class="anchor"></a>Manipulate networks</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div><div class="spec-doc"><p>Create an empty neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?train</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Activation/index.html b/docs/owl-base/Owl_neural_neuron/Make/Activation/index.html
index e42fb87cb..a300db0cb 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Activation/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Activation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_neuron.Make.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_neuron.Make.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Add/index.html b/docs/owl-base/Owl_neural_neuron/Make/Add/index.html
index 55f895866..1e512e35c 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Add/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Add/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_neuron.Make.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_neuron.Make.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/AlphaDropout/index.html b/docs/owl-base/Owl_neural_neuron/Make/AlphaDropout/index.html
index fce77babb..01c1e0800 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/AlphaDropout/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/AlphaDropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_neuron.Make.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Make.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_neuron.Make.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Make.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Average/index.html b/docs/owl-base/Owl_neural_neuron/Make/Average/index.html
index 215faa46f..a8d4ee45f 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Average/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Average/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_neuron.Make.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_neuron.Make.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/AvgPool1D/index.html b/docs/owl-base/Owl_neural_neuron/Make/AvgPool1D/index.html
index 33e70e768..e57731cd9 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/AvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/AvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_neuron.Make.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_neuron.Make.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/AvgPool2D/index.html b/docs/owl-base/Owl_neural_neuron/Make/AvgPool2D/index.html
index a426f6a56..bdb3b9cbc 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/AvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/AvgPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_neuron.Make.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_neuron.Make.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Concatenate/index.html b/docs/owl-base/Owl_neural_neuron/Make/Concatenate/index.html
index ad3e0e14e..1a88aa5ed 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Concatenate/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Concatenate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_neuron.Make.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_neuron.Make.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Conv1D/index.html b/docs/owl-base/Owl_neural_neuron/Make/Conv1D/index.html
index 7d12d58ff..2eccac5c5 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Conv1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Conv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_neuron.Make.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_neuron.Make.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Conv2D/index.html b/docs/owl-base/Owl_neural_neuron/Make/Conv2D/index.html
index 695147cdc..dbf23ee84 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Conv2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Conv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_neuron.Make.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_neuron.Make.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Conv3D/index.html b/docs/owl-base/Owl_neural_neuron/Make/Conv3D/index.html
index 4d0d613a6..6196e1c8b 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Conv3D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Conv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_neuron.Make.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_neuron.Make.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/DilatedConv1D/index.html b/docs/owl-base/Owl_neural_neuron/Make/DilatedConv1D/index.html
index 66464b9ad..cf635f74e 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/DilatedConv1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/DilatedConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_neuron.Make.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_neuron.Make.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/DilatedConv2D/index.html b/docs/owl-base/Owl_neural_neuron/Make/DilatedConv2D/index.html
index ef7be645b..5a7ccb610 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/DilatedConv2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/DilatedConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_neuron.Make.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_neuron.Make.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/DilatedConv3D/index.html b/docs/owl-base/Owl_neural_neuron/Make/DilatedConv3D/index.html
index 87b92c4c5..099871535 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/DilatedConv3D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/DilatedConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_neuron.Make.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_neuron.Make.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Dot/index.html b/docs/owl-base/Owl_neural_neuron/Make/Dot/index.html
index 8416caef4..a6545579d 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Dot/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Dot/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_neuron.Make.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_neuron.Make.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Dropout/index.html b/docs/owl-base/Owl_neural_neuron/Make/Dropout/index.html
index 4e1840da5..22ae73508 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Dropout/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Dropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_neuron.Make.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_neuron.Make.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Embedding/index.html b/docs/owl-base/Owl_neural_neuron/Make/Embedding/index.html
index cedcf9679..b7742e210 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Embedding/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Embedding/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_neuron.Make.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_neuron.Make.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Flatten/index.html b/docs/owl-base/Owl_neural_neuron/Make/Flatten/index.html
index 6181ce192..57c641d7d 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Flatten/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Flatten/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_neuron.Make.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_neuron.Make.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/FullyConnected/index.html b/docs/owl-base/Owl_neural_neuron/Make/FullyConnected/index.html
index b6732b611..d05223187 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/FullyConnected/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/FullyConnected/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_neuron.Make.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Make.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_neuron.Make.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Make.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/GRU/index.html b/docs/owl-base/Owl_neural_neuron/Make/GRU/index.html
index f6fbaa2e4..ce03f109e 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/GRU/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/GRU/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_neuron.Make.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_neuron.Make.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/GaussianDropout/index.html b/docs/owl-base/Owl_neural_neuron/Make/GaussianDropout/index.html
index 7bbfedf79..ac47f20f3 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/GaussianDropout/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/GaussianDropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_neuron.Make.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_neuron.Make.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/GaussianNoise/index.html b/docs/owl-base/Owl_neural_neuron/Make/GaussianNoise/index.html
index c51f34d61..050b448d6 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/GaussianNoise/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/GaussianNoise/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_neuron.Make.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_neuron.Make.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/GlobalAvgPool1D/index.html b/docs/owl-base/Owl_neural_neuron/Make/GlobalAvgPool1D/index.html
index de7e940c5..473b81004 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/GlobalAvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/GlobalAvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_neuron.Make.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_neuron.Make.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/GlobalAvgPool2D/index.html b/docs/owl-base/Owl_neural_neuron/Make/GlobalAvgPool2D/index.html
index b7d26a66b..c49f9817f 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/GlobalAvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/GlobalAvgPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_neuron.Make.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_neuron.Make.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/GlobalMaxPool1D/index.html b/docs/owl-base/Owl_neural_neuron/Make/GlobalMaxPool1D/index.html
index 3aa3a0c9c..a2641b741 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/GlobalMaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/GlobalMaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_neuron.Make.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_neuron.Make.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/GlobalMaxPool2D/index.html b/docs/owl-base/Owl_neural_neuron/Make/GlobalMaxPool2D/index.html
index f5f90d4a4..70b7a26ae 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/GlobalMaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/GlobalMaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_neuron.Make.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_neuron.Make.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Init/index.html b/docs/owl-base/Owl_neural_neuron/Make/Init/index.html
index 70e735cbe..12d24a503 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Init/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Init/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_neuron.Make.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_neuron.Make.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Input/index.html b/docs/owl-base/Owl_neural_neuron/Make/Input/index.html
index 02fbb845d..d71d293cd 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Input/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Input/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_neuron.Make.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_neuron.Make.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/LSTM/index.html b/docs/owl-base/Owl_neural_neuron/Make/LSTM/index.html
index eb0243d6c..15e4ebd00 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/LSTM/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/LSTM/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_neuron.Make.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Make.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_neuron.Make.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Make.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Lambda/index.html b/docs/owl-base/Owl_neural_neuron/Make/Lambda/index.html
index b23c9d6c6..2f397d848 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Lambda/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Lambda/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_neuron.Make.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_neuron.Make.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?out_shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/LambdaArray/index.html b/docs/owl-base/Owl_neural_neuron/Make/LambdaArray/index.html
index d3f2239b1..c6be5b582 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/LambdaArray/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/LambdaArray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_neuron.Make.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Make.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_neuron.Make.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Make.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Linear/index.html b/docs/owl-base/Owl_neural_neuron/Make/Linear/index.html
index f489f6e9d..ed8ded507 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Linear/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Linear/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_neuron.Make.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_neuron.Make.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/LinearNoBias/index.html b/docs/owl-base/Owl_neural_neuron/Make/LinearNoBias/index.html
index 45e1b7f2a..a5e284899 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/LinearNoBias/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/LinearNoBias/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_neuron.Make.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Make.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_neuron.Make.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Make.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Masking/index.html b/docs/owl-base/Owl_neural_neuron/Make/Masking/index.html
index e9d857785..b9352d917 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Masking/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Masking/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_neuron.Make.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_neuron.Make.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Max/index.html b/docs/owl-base/Owl_neural_neuron/Make/Max/index.html
index 3b3f4b1a3..1a4098d7f 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Max/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Max/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_neuron.Make.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_neuron.Make.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/MaxPool1D/index.html b/docs/owl-base/Owl_neural_neuron/Make/MaxPool1D/index.html
index 84cbf9a46..5e8cc98e9 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/MaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/MaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_neuron.Make.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_neuron.Make.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/MaxPool2D/index.html b/docs/owl-base/Owl_neural_neuron/Make/MaxPool2D/index.html
index e09e30295..a74b6e733 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/MaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/MaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_neuron.Make.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_neuron.Make.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Mul/index.html b/docs/owl-base/Owl_neural_neuron/Make/Mul/index.html
index 42a8025e8..78286fbb6 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Mul/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Mul/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_neuron.Make.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_neuron.Make.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Normalisation/index.html b/docs/owl-base/Owl_neural_neuron/Make/Normalisation/index.html
index c7c85fc28..f524ebc97 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Normalisation/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Normalisation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_neuron.Make.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_neuron.Make.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?training</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?decay</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?mu</span>:<a href="../argument-1-Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Padding1D/index.html b/docs/owl-base/Owl_neural_neuron/Make/Padding1D/index.html
index 8ac4a9876..8d313c30d 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Padding1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Padding1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_neuron.Make.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_neuron.Make.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Padding2D/index.html b/docs/owl-base/Owl_neural_neuron/Make/Padding2D/index.html
index 339363199..aec8d9660 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Padding2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Padding2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_neuron.Make.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_neuron.Make.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Padding3D/index.html b/docs/owl-base/Owl_neural_neuron/Make/Padding3D/index.html
index 5ed6019fd..2fe8232a4 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Padding3D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Padding3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_neuron.Make.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_neuron.Make.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Recurrent/index.html b/docs/owl-base/Owl_neural_neuron/Make/Recurrent/index.html
index bed6eb966..156486998 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Recurrent/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Recurrent/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_neuron.Make.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_neuron.Make.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Reshape/index.html b/docs/owl-base/Owl_neural_neuron/Make/Reshape/index.html
index d500b885c..d6c6bd29f 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Reshape/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Reshape/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_neuron.Make.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_neuron.Make.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/Slice/index.html b/docs/owl-base/Owl_neural_neuron/Make/Slice/index.html
index 8cde14b0d..6215147aa 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/Slice/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/Slice/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_neuron.Make.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_neuron.Make.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/TransposeConv1D/index.html b/docs/owl-base/Owl_neural_neuron/Make/TransposeConv1D/index.html
index 83913d98e..d3fdd5404 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/TransposeConv1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/TransposeConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_neuron.Make.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_neuron.Make.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/TransposeConv2D/index.html b/docs/owl-base/Owl_neural_neuron/Make/TransposeConv2D/index.html
index ff455dcab..8ea153011 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/TransposeConv2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/TransposeConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_neuron.Make.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_neuron.Make.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/TransposeConv3D/index.html b/docs/owl-base/Owl_neural_neuron/Make/TransposeConv3D/index.html
index 3737c7df4..b22159552 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/TransposeConv3D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/TransposeConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_neuron.Make.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_neuron.Make.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/UpSampling1D/index.html b/docs/owl-base/Owl_neural_neuron/Make/UpSampling1D/index.html
index 2e38c779a..d2982e9a7 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/UpSampling1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/UpSampling1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_neuron.Make.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_neuron.Make.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/UpSampling2D/index.html b/docs/owl-base/Owl_neural_neuron/Make/UpSampling2D/index.html
index 0032af04c..f9317d1f6 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/UpSampling2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/UpSampling2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_neuron.Make.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_neuron.Make.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/UpSampling3D/index.html b/docs/owl-base/Owl_neural_neuron/Make/UpSampling3D/index.html
index 2efb580b0..b77c59b22 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/UpSampling3D/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/UpSampling3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_neuron.Make.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_neuron.Make.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Make.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Linalg/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Linalg/index.html
index ac772947d..88a6a0329 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Mat/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Mat/index.html
index 2d1d474bf..d625bc177 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Scalar/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Scalar/index.html
index 187176edd..1cdc42158 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/index.html
index e19c948c5..4dec3eaa3 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Arr/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Arr/index.html
index 673582fe3..2469a1cf1 100644
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/index.html
index 8a6bca6c0..a5f794abd 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Aiso/index.html
index 44598b293..56c198d93 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Piso/index.html
index 47906b32c..973ac7202 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siao/index.html
index f4dddab0d..0f6764646 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sipo/index.html
index b188f9df6..dfa8e0bb7 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siso/index.html
index f0d5b7beb..9d2954947 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sito/index.html
index b61b0c3ba..2500ebee4 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Linalg/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Linalg/index.html
index ca3dc91d1..df692d4d7 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Mat/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Mat/index.html
index 30a92ba66..f0ffa4a8a 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Mat/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Maths/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Maths/index.html
index 7ddb87da6..c7f6889df 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Maths/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/NN/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/NN/index.html
index bce03eea3..78afcb7ff 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/NN/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/index.html
index 006aa3dc2..2c9d2f895 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Algodiff/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_neuron.Make.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Batch/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Batch/index.html
index 176526243..7e43ad0a5 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Batch/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_neuron.Make.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_neuron.Make.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Checkpoint/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Checkpoint/index.html
index 2be21fe52..93c7286dc 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Checkpoint/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Checkpoint/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_neuron.Make.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_neuron.Make.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Clipping/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Clipping/index.html
index a42e54400..be2959687 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Clipping/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Clipping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_neuron.Make.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_neuron.Make.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Gradient/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Gradient/index.html
index 87d86749b..bc51b60a1 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Gradient/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_neuron.Make.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_neuron.Make.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Learning_Rate/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Learning_Rate/index.html
index e510159ba..937c6c5ea 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Learning_Rate/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Learning_Rate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_neuron.Make.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_neuron.Make.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Loss/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Loss/index.html
index 600f8b544..2b446cfbf 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Loss/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_neuron.Make.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_neuron.Make.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Momentum/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Momentum/index.html
index ed4de8732..705fc08dd 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Momentum/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Momentum/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_neuron.Make.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_neuron.Make.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Params/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Params/index.html
index c41ae46da..aa3d3c803 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Params/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_neuron.Make.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_neuron.Make.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Regularisation/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Regularisation/index.html
index 44d4bae81..6d8a1b0cc 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Regularisation/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Regularisation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_neuron.Make.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_neuron.Make.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Stopping/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Stopping/index.html
index 08a77fa47..7434206fa 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Stopping/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Stopping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_neuron.Make.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_neuron.Make.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Utils/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Utils/index.html
index 36ffe586c..4e8f61103 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Utils/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_neuron.Make.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_neuron.Make.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/index.html b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/index.html
index b535f45f5..15e9c75ab 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/argument-1-Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_neuron.Make.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_neuron.Make.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
@@ -28,4 +28,4 @@
   <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>This function is minimize the weights in a compiled neural network of graph structure.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/Make/index.html b/docs/owl-base/Owl_neural_neuron/Make/index.html
index f2b05a7a8..d97eb3397 100644
--- a/docs/owl-base/Owl_neural_neuron/Make/index.html
+++ b/docs/owl-base/Owl_neural_neuron/Make/index.html
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-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_neural_neuron.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_neuron</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_neuron.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Optimise"><a href="#argument-1-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Optimise/index.html">Optimise</a></span><span> : <a href="../../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="argument-1-Optimise/index.html">Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_neural_neuron.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_neuron</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_neuron.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Optimise"><a href="#argument-1-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Optimise/index.html">Optimise</a></span><span> : <a href="../../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="argument-1-Optimise/index.html">Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron/index.html b/docs/owl-base/Owl_neural_neuron/index.html
index 5a27b8c07..66486dc05 100644
--- a/docs/owl-base/Owl_neural_neuron/index.html
+++ b/docs/owl-base/Owl_neural_neuron/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_neuron (owl-base.Owl_neural_neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_neuron</span></code></h1><p>Neural network: Neuron definitions</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Optimise/index.html">Optimise</a> : <a href="../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_neuron (owl-base.Owl_neural_neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_neuron</span></code></h1><p>Neural network: Neuron definitions</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Optimise/index.html">Optimise</a> : <a href="../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/index.html b/docs/owl-base/Owl_neural_neuron_sig/index.html
index 2bfdfe6f9..098db8d9d 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_neuron_sig (owl-base.Owl_neural_neuron_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_neuron_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_neuron_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_neuron_sig (owl-base.Owl_neural_neuron_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_neural_neuron_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_neuron_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Activation/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Activation/index.html
index 217da5e7b..438e7c967 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Activation/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Activation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_neuron_sig.Sig.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of activation functions.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Run one specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of a specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl-base.Owl_neural_neuron_sig.Sig.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of activation functions.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.activation" class="def record field anchored"><a href="#type-neuron_typ.activation" class="anchor"></a><code><span><span class="keyword">mutable</span> activation : <a href="#type-typ">typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run_activation"><a href="#val-run_activation" class="anchor"></a><code><span><span class="keyword">val</span> run_activation : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Run one specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-activation_to_string"><a href="#val-activation_to_string" class="anchor"></a><code><span><span class="keyword">val</span> activation_to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of a specific activation function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Add/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Add/index.html
index d620c9481..b7d0c1cc5 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Add/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Add/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_neuron_sig.Sig.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl-base.Owl_neural_neuron_sig.Sig.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AlphaDropout/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AlphaDropout/index.html
index c1b816d31..a51e48689 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AlphaDropout/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AlphaDropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_neuron_sig.Sig.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl-base.Owl_neural_neuron_sig.Sig.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Average/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Average/index.html
index 3320dc1af..71d4b8571 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Average/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Average/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_neuron_sig.Sig.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl-base.Owl_neural_neuron_sig.Sig.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AvgPool1D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AvgPool1D/index.html
index bc5422c30..ee9c5f6df 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_neuron_sig.Sig.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl-base.Owl_neural_neuron_sig.Sig.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AvgPool2D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AvgPool2D/index.html
index d3dcd0b59..6f87e47fe 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/AvgPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_neuron_sig.Sig.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl-base.Owl_neural_neuron_sig.Sig.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Concatenate/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Concatenate/index.html
index cc89b6b41..d6246a52a 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Concatenate/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Concatenate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_neuron_sig.Sig.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl-base.Owl_neural_neuron_sig.Sig.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv1D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv1D/index.html
index 1296904f3..5add10ae8 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_neuron_sig.Sig.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl-base.Owl_neural_neuron_sig.Sig.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv2D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv2D/index.html
index f253a95e4..899fdbab6 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_neuron_sig.Sig.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl-base.Owl_neural_neuron_sig.Sig.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv3D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv3D/index.html
index 03e6f6e61..122e49a92 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv3D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Conv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_neuron_sig.Sig.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl-base.Owl_neural_neuron_sig.Sig.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv1D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv1D/index.html
index ac24c6270..c91f26e6a 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_neuron_sig.Sig.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl-base.Owl_neural_neuron_sig.Sig.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv2D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv2D/index.html
index 2f761aca4..6c3108888 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_neuron_sig.Sig.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl-base.Owl_neural_neuron_sig.Sig.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv3D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv3D/index.html
index 61e5440b4..97e8a1a3f 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv3D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/DilatedConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_neuron_sig.Sig.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl-base.Owl_neural_neuron_sig.Sig.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Dot/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Dot/index.html
index 0834002dc..30a94f91c 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Dot/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Dot/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_neuron_sig.Sig.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl-base.Owl_neural_neuron_sig.Sig.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Dropout/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Dropout/index.html
index c46630417..4d04a171d 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Dropout/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Dropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_neuron_sig.Sig.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl-base.Owl_neural_neuron_sig.Sig.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Embedding/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Embedding/index.html
index 8827b4a0c..c046f783a 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Embedding/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Embedding/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_neuron_sig.Sig.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl-base.Owl_neural_neuron_sig.Sig.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Flatten/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Flatten/index.html
index eac6dbfe3..736a83734 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Flatten/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Flatten/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_neuron_sig.Sig.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl-base.Owl_neural_neuron_sig.Sig.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/FullyConnected/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/FullyConnected/index.html
index 2b86ea939..8e6438b74 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/FullyConnected/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/FullyConnected/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_neuron_sig.Sig.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl-base.Owl_neural_neuron_sig.Sig.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GRU/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GRU/index.html
index d0bc89ac7..ca342a491 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GRU/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GRU/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_neuron_sig.Sig.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl-base.Owl_neural_neuron_sig.Sig.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GaussianDropout/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GaussianDropout/index.html
index 02c8acb21..45a8dc257 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GaussianDropout/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GaussianDropout/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_neuron_sig.Sig.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl-base.Owl_neural_neuron_sig.Sig.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GaussianNoise/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GaussianNoise/index.html
index f3bb69b61..bfa535f0d 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GaussianNoise/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GaussianNoise/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_neuron_sig.Sig.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl-base.Owl_neural_neuron_sig.Sig.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalAvgPool1D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalAvgPool1D/index.html
index f16c2b78b..f548eeffc 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalAvgPool1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalAvgPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_neuron_sig.Sig.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl-base.Owl_neural_neuron_sig.Sig.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalAvgPool2D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalAvgPool2D/index.html
index f38fcf24a..c34e965a6 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalAvgPool2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalAvgPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_neuron_sig.Sig.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl-base.Owl_neural_neuron_sig.Sig.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalMaxPool1D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalMaxPool1D/index.html
index f67d442e4..9311e871e 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalMaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalMaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_neuron_sig.Sig.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl-base.Owl_neural_neuron_sig.Sig.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalMaxPool2D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalMaxPool2D/index.html
index 97fe027c1..a234bd954 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalMaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/GlobalMaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_neuron_sig.Sig.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl-base.Owl_neural_neuron_sig.Sig.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Init/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Init/index.html
index 443d77e75..776f12a80 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Init/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Init/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_neuron_sig.Sig.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Initialisation types</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Calculate fan-in and fan-out of weights.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl-base.Owl_neural_neuron_sig.Sig.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Initialisation types</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Calculate fan-in and fan-out of weights.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Input/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Input/index.html
index 13d380d9f..a91aa83a6 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Input/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Input/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_neuron_sig.Sig.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl-base.Owl_neural_neuron_sig.Sig.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LSTM/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LSTM/index.html
index 27063ecd4..2f8bd8f6e 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LSTM/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LSTM/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_neuron_sig.Sig.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl-base.Owl_neural_neuron_sig.Sig.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Lambda/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Lambda/index.html
index e258d0244..ceefd9600 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Lambda/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Lambda/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_neuron_sig.Sig.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl-base.Owl_neural_neuron_sig.Sig.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?out_shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LambdaArray/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LambdaArray/index.html
index f8f9380e1..0411581fe 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LambdaArray/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LambdaArray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_neuron_sig.Sig.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl-base.Owl_neural_neuron_sig.Sig.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Linear/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Linear/index.html
index 6b614c6ae..f6243aab4 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Linear/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Linear/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_neuron_sig.Sig.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl-base.Owl_neural_neuron_sig.Sig.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LinearNoBias/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LinearNoBias/index.html
index d6faa454c..a8fbc7125 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LinearNoBias/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/LinearNoBias/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_neuron_sig.Sig.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl-base.Owl_neural_neuron_sig.Sig.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primial values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Masking/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Masking/index.html
index 585de0ea0..a159e0bfd 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Masking/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Masking/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_neuron_sig.Sig.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl-base.Owl_neural_neuron_sig.Sig.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Max/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Max/index.html
index 5829fcad0..0cee44364 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Max/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Max/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_neuron_sig.Sig.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl-base.Owl_neural_neuron_sig.Sig.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/MaxPool1D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/MaxPool1D/index.html
index c994ff252..5470fbf47 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/MaxPool1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/MaxPool1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_neuron_sig.Sig.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl-base.Owl_neural_neuron_sig.Sig.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/MaxPool2D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/MaxPool2D/index.html
index 3775b58b8..44f56d0f6 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/MaxPool2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/MaxPool2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_neuron_sig.Sig.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl-base.Owl_neural_neuron_sig.Sig.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Mul/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Mul/index.html
index 22faf4090..43bf6542e 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Mul/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Mul/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_neuron_sig.Sig.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl-base.Owl_neural_neuron_sig.Sig.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Normalisation/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Normalisation/index.html
index 675d9f6fa..3026ecb48 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Normalisation/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Normalisation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_neuron_sig.Sig.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl-base.Owl_neural_neuron_sig.Sig.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?training</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?decay</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?mu</span>:<a href="../Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Linalg/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Linalg/index.html
index e4772023b..c79cac2ab 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Mat/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Mat/index.html
index d1eea0f97..f7807899c 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Scalar/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Scalar/index.html
index b8d216451..3685312cf 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/A/index.html
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@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Arr/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Arr/index.html
index 2e84f6736..a7999cf65 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Arr/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/index.html
index 3c29614d0..1a19f3702 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index b4c0614b6..444c1c4b3 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Piso/index.html
index cd260ab0a..503687311 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siao/index.html
index a82c9bbd8..1992f7046 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index 7bbecd379..01ef43f1e 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siso/index.html
index ef692dfd2..5d8db5815 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sito/index.html
index 03b088451..3996f64b1 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Linalg/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Linalg/index.html
index d5140de8c..089591e60 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Mat/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Mat/index.html
index 0968a0d25..bbc83e0c1 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Maths/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Maths/index.html
index 178957a2f..6b66e822e 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/NN/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/NN/index.html
index 6051369e8..e01236f79 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/NN/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/index.html
index b53a4ee89..953876238 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Algodiff/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Batch/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Batch/index.html
index 8edc5626a..4bef60c8b 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Batch/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Checkpoint/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Checkpoint/index.html
index a6dc78048..2bb9a255a 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Checkpoint/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Checkpoint/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Clipping/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Clipping/index.html
index 3a7f3c97c..bcf4993b8 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Clipping/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Clipping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Gradient/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Gradient/index.html
index 45e984c4f..de808f613 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Gradient/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Learning_Rate/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Learning_Rate/index.html
index f30059d27..cad50240c 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Learning_Rate/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Learning_Rate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Loss/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Loss/index.html
index d582fbcd8..70a4cd6c7 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Loss/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Momentum/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Momentum/index.html
index 1963091fc..4a6751187 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Momentum/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Momentum/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Params/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Params/index.html
index 98353e0c2..a9b918e27 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Params/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Regularisation/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Regularisation/index.html
index aae3b480c..7e7ee024c 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Regularisation/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Regularisation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Stopping/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Stopping/index.html
index caeec14d8..de48ff79f 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Stopping/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Stopping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Utils/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Utils/index.html
index b079f7e36..893d66f58 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Utils/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_neural_neuron_sig.Sig.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/index.html
index 59f787a96..398ed9e35 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_neuron_sig.Sig.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl-base.Owl_neural_neuron_sig.Sig.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
@@ -28,4 +28,4 @@
   <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>This function is minimize the weights in a compiled neural network of graph structure.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding1D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding1D/index.html
index 0eb23f111..4d0f94898 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_neuron_sig.Sig.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl-base.Owl_neural_neuron_sig.Sig.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding2D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding2D/index.html
index 40a2c1654..1c09c8e1f 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_neuron_sig.Sig.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl-base.Owl_neural_neuron_sig.Sig.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding3D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding3D/index.html
index d968ae4cc..b1f28e406 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding3D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Padding3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_neuron_sig.Sig.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl-base.Owl_neural_neuron_sig.Sig.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Recurrent/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Recurrent/index.html
index 949855312..eba11b578 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Recurrent/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Recurrent/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_neuron_sig.Sig.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl-base.Owl_neural_neuron_sig.Sig.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Reshape/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Reshape/index.html
index 1a000d6e5..3391a2b74 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Reshape/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Reshape/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_neuron_sig.Sig.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl-base.Owl_neural_neuron_sig.Sig.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Slice/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Slice/index.html
index 2b75c062a..d820c6670 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Slice/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/Slice/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_neuron_sig.Sig.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><p>Neuron type definition.</p><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl-base.Owl_neural_neuron_sig.Sig.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><p>Neuron type definition.</p><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv1D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv1D/index.html
index 27d041033..9452a67a4 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_neuron_sig.Sig.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl-base.Owl_neural_neuron_sig.Sig.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv2D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv2D/index.html
index 9be3c25be..d9fb9bd7f 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_neuron_sig.Sig.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl-base.Owl_neural_neuron_sig.Sig.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv3D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv3D/index.html
index 3bfd416ab..513fc240e 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv3D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/TransposeConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_neuron_sig.Sig.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl-base.Owl_neural_neuron_sig.Sig.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling1D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling1D/index.html
index 64e55f501..69a804fe1 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling1D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_neuron_sig.Sig.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl-base.Owl_neural_neuron_sig.Sig.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling2D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling2D/index.html
index acb200392..b92a70929 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling2D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling2D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_neuron_sig.Sig.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl-base.Owl_neural_neuron_sig.Sig.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> = </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Neuron type definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Create the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling3D/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling3D/index.html
index c06894a19..c5f3898e5 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling3D/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/UpSampling3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_neuron_sig.Sig.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl-base.Owl_neural_neuron_sig.Sig.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_neural_neuron_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/index.html b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/index.html
index b0a5c2f62..f5705c069 100644
--- a/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_neural_neuron_sig/module-type-Sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_neural_neuron_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_neuron_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_neural_neuron_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#init-neuron">Init neuron</a></li><li><a href="#input-neuron">Input neuron</a></li><li><a href="#activation-neuron">Activation neuron</a></li><li><a href="#linear-neuron">Linear neuron</a></li><li><a href="#linearnobias-neuron">LinearNoBias neuron</a></li><li><a href="#recurrent-neuron">Recurrent neuron</a></li><li><a href="#lstm-neuron">LSTM neuron</a></li><li><a href="#gru-neuron">GRU neuron</a></li><li><a href="#conv1d-neuron">Conv1D neuron</a></li><li><a href="#conv2d-neuron">Conv2D neuron</a></li><li><a href="#conv3d-neuron">Conv3D neuron</a></li><li><a href="#dilatedconv1d-neuron">DilatedConv1D neuron</a></li><li><a href="#dilatedconv2d-neuron">DilatedConv2D neuron</a></li><li><a href="#dilatedconv3d-neuron">DilatedConv3D neuron</a></li><li><a href="#transposeconv1d-neuron">TransposeConv1D neuron</a></li><li><a href="#transposeconv2d-neuron">TransposeConv2D neuron</a></li><li><a href="#transposeconv3d-neuron">TransposeConv3D neuron</a></li><li><a href="#fullyconnected-neuron">FullyConnected neuron</a></li><li><a href="#maxpool1d-neuron">MaxPool1D neuron</a></li><li><a href="#maxpool2d-neuron">MaxPool2D neuron</a></li><li><a href="#avgpool1d-neuron">AvgPool1D neuron</a></li><li><a href="#avgpool2d-neuron">AvgPool2D neuron</a></li><li><a href="#globalmaxpool1d-neuron">GlobalMaxPool1D neuron</a></li><li><a href="#globalmaxpool2d-neuron">GlobalMaxPool2D neuron</a></li><li><a href="#globalavgpool1d-neuron">GlobalAvgPool1D neuron</a></li><li><a href="#globalavgpool2d-neuron">GlobalAvgPool2D neuron</a></li><li><a href="#upsampling1d-neuron">UpSampling1D neuron</a></li><li><a href="#upsampling2d-neuron">UpSampling2D neuron</a></li><li><a href="#upsampling3d-neuron">UpSampling3D neuron</a></li><li><a href="#padding1d-neuron">Padding1D neuron</a></li><li><a href="#padding2d-neuron">Padding2D neuron</a></li><li><a href="#padding3d-neuron">Padding3D neuron</a></li><li><a href="#lambda-neuron">Lambda neuron</a></li><li><a href="#lambdaarray-neuron">LambdaArray neuron</a></li><li><a href="#dropout-neuron">Dropout neuron</a></li><li><a href="#reshape-neuron">Reshape neuron</a></li><li><a href="#flatten-neuron">Flatten neuron</a></li><li><a href="#slice-neuron">Slice neuron</a></li><li><a href="#add-neuron">Add neuron</a></li><li><a href="#mul-neuron">Mul neuron</a></li><li><a href="#dot-neuron">Dot neuron</a></li><li><a href="#max-neuron">Max neuron</a></li><li><a href="#average-neuron">Average neuron</a></li><li><a href="#concatenate-neuron">Concatenate neuron</a></li><li><a href="#normalisation-neuron">Normalisation neuron</a></li><li><a href="#gaussiannoise-neuron">GaussianNoise neuron</a></li><li><a href="#gaussiandropout-neuron">GaussianDropout neuron</a></li><li><a href="#alphadropout-neuron">AlphaDropout neuron</a></li><li><a href="#embedding-neuron">Embedding neuron</a></li><li><a href="#masking-neuron">Masking neuron</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <a href="../../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h6 id="init-neuron"><a href="#init-neuron" class="anchor"></a>Init neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="input-neuron"><a href="#input-neuron" class="anchor"></a>Input neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="activation-neuron"><a href="#activation-neuron" class="anchor"></a>Activation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linear-neuron"><a href="#linear-neuron" class="anchor"></a>Linear neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linearnobias-neuron"><a href="#linearnobias-neuron" class="anchor"></a>LinearNoBias neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="recurrent-neuron"><a href="#recurrent-neuron" class="anchor"></a>Recurrent neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lstm-neuron"><a href="#lstm-neuron" class="anchor"></a>LSTM neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gru-neuron"><a href="#gru-neuron" class="anchor"></a>GRU neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv1d-neuron"><a href="#conv1d-neuron" class="anchor"></a>Conv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv2d-neuron"><a href="#conv2d-neuron" class="anchor"></a>Conv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv3d-neuron"><a href="#conv3d-neuron" class="anchor"></a>Conv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv1d-neuron"><a href="#dilatedconv1d-neuron" class="anchor"></a>DilatedConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv2d-neuron"><a href="#dilatedconv2d-neuron" class="anchor"></a>DilatedConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv3d-neuron"><a href="#dilatedconv3d-neuron" class="anchor"></a>DilatedConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv1d-neuron"><a href="#transposeconv1d-neuron" class="anchor"></a>TransposeConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv2d-neuron"><a href="#transposeconv2d-neuron" class="anchor"></a>TransposeConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv3d-neuron"><a href="#transposeconv3d-neuron" class="anchor"></a>TransposeConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="fullyconnected-neuron"><a href="#fullyconnected-neuron" class="anchor"></a>FullyConnected neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool1d-neuron"><a href="#maxpool1d-neuron" class="anchor"></a>MaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool2d-neuron"><a href="#maxpool2d-neuron" class="anchor"></a>MaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool1d-neuron"><a href="#avgpool1d-neuron" class="anchor"></a>AvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool2d-neuron"><a href="#avgpool2d-neuron" class="anchor"></a>AvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool1d-neuron"><a href="#globalmaxpool1d-neuron" class="anchor"></a>GlobalMaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool2d-neuron"><a href="#globalmaxpool2d-neuron" class="anchor"></a>GlobalMaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool1d-neuron"><a href="#globalavgpool1d-neuron" class="anchor"></a>GlobalAvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool2d-neuron"><a href="#globalavgpool2d-neuron" class="anchor"></a>GlobalAvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling1d-neuron"><a href="#upsampling1d-neuron" class="anchor"></a>UpSampling1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling2d-neuron"><a href="#upsampling2d-neuron" class="anchor"></a>UpSampling2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling3d-neuron"><a href="#upsampling3d-neuron" class="anchor"></a>UpSampling3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding1d-neuron"><a href="#padding1d-neuron" class="anchor"></a>Padding1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding2d-neuron"><a href="#padding2d-neuron" class="anchor"></a>Padding2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding3d-neuron"><a href="#padding3d-neuron" class="anchor"></a>Padding3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambda-neuron"><a href="#lambda-neuron" class="anchor"></a>Lambda neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambdaarray-neuron"><a href="#lambdaarray-neuron" class="anchor"></a>LambdaArray neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dropout-neuron"><a href="#dropout-neuron" class="anchor"></a>Dropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="reshape-neuron"><a href="#reshape-neuron" class="anchor"></a>Reshape neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="flatten-neuron"><a href="#flatten-neuron" class="anchor"></a>Flatten neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="slice-neuron"><a href="#slice-neuron" class="anchor"></a>Slice neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="add-neuron"><a href="#add-neuron" class="anchor"></a>Add neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="mul-neuron"><a href="#mul-neuron" class="anchor"></a>Mul neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dot-neuron"><a href="#dot-neuron" class="anchor"></a>Dot neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="max-neuron"><a href="#max-neuron" class="anchor"></a>Max neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="average-neuron"><a href="#average-neuron" class="anchor"></a>Average neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="concatenate-neuron"><a href="#concatenate-neuron" class="anchor"></a>Concatenate neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="normalisation-neuron"><a href="#normalisation-neuron" class="anchor"></a>Normalisation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiannoise-neuron"><a href="#gaussiannoise-neuron" class="anchor"></a>GaussianNoise neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiandropout-neuron"><a href="#gaussiandropout-neuron" class="anchor"></a>GaussianDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="alphadropout-neuron"><a href="#alphadropout-neuron" class="anchor"></a>AlphaDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="embedding-neuron"><a href="#embedding-neuron" class="anchor"></a>Embedding neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="masking-neuron"><a href="#masking-neuron" class="anchor"></a>Masking neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of neuron.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Get both input and output shapes of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the input shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the output shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the trainable parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primal values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update trainable parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Load both trainable and non-trainable parameters into the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble both trainable and non-trainable parameters of the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_neural_neuron_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_neural_neuron_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_neural_neuron_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#init-neuron">Init neuron</a></li><li><a href="#input-neuron">Input neuron</a></li><li><a href="#activation-neuron">Activation neuron</a></li><li><a href="#linear-neuron">Linear neuron</a></li><li><a href="#linearnobias-neuron">LinearNoBias neuron</a></li><li><a href="#recurrent-neuron">Recurrent neuron</a></li><li><a href="#lstm-neuron">LSTM neuron</a></li><li><a href="#gru-neuron">GRU neuron</a></li><li><a href="#conv1d-neuron">Conv1D neuron</a></li><li><a href="#conv2d-neuron">Conv2D neuron</a></li><li><a href="#conv3d-neuron">Conv3D neuron</a></li><li><a href="#dilatedconv1d-neuron">DilatedConv1D neuron</a></li><li><a href="#dilatedconv2d-neuron">DilatedConv2D neuron</a></li><li><a href="#dilatedconv3d-neuron">DilatedConv3D neuron</a></li><li><a href="#transposeconv1d-neuron">TransposeConv1D neuron</a></li><li><a href="#transposeconv2d-neuron">TransposeConv2D neuron</a></li><li><a href="#transposeconv3d-neuron">TransposeConv3D neuron</a></li><li><a href="#fullyconnected-neuron">FullyConnected neuron</a></li><li><a href="#maxpool1d-neuron">MaxPool1D neuron</a></li><li><a href="#maxpool2d-neuron">MaxPool2D neuron</a></li><li><a href="#avgpool1d-neuron">AvgPool1D neuron</a></li><li><a href="#avgpool2d-neuron">AvgPool2D neuron</a></li><li><a href="#globalmaxpool1d-neuron">GlobalMaxPool1D neuron</a></li><li><a href="#globalmaxpool2d-neuron">GlobalMaxPool2D neuron</a></li><li><a href="#globalavgpool1d-neuron">GlobalAvgPool1D neuron</a></li><li><a href="#globalavgpool2d-neuron">GlobalAvgPool2D neuron</a></li><li><a href="#upsampling1d-neuron">UpSampling1D neuron</a></li><li><a href="#upsampling2d-neuron">UpSampling2D neuron</a></li><li><a href="#upsampling3d-neuron">UpSampling3D neuron</a></li><li><a href="#padding1d-neuron">Padding1D neuron</a></li><li><a href="#padding2d-neuron">Padding2D neuron</a></li><li><a href="#padding3d-neuron">Padding3D neuron</a></li><li><a href="#lambda-neuron">Lambda neuron</a></li><li><a href="#lambdaarray-neuron">LambdaArray neuron</a></li><li><a href="#dropout-neuron">Dropout neuron</a></li><li><a href="#reshape-neuron">Reshape neuron</a></li><li><a href="#flatten-neuron">Flatten neuron</a></li><li><a href="#slice-neuron">Slice neuron</a></li><li><a href="#add-neuron">Add neuron</a></li><li><a href="#mul-neuron">Mul neuron</a></li><li><a href="#dot-neuron">Dot neuron</a></li><li><a href="#max-neuron">Max neuron</a></li><li><a href="#average-neuron">Average neuron</a></li><li><a href="#concatenate-neuron">Concatenate neuron</a></li><li><a href="#normalisation-neuron">Normalisation neuron</a></li><li><a href="#gaussiannoise-neuron">GaussianNoise neuron</a></li><li><a href="#gaussiandropout-neuron">GaussianDropout neuron</a></li><li><a href="#alphadropout-neuron">AlphaDropout neuron</a></li><li><a href="#embedding-neuron">Embedding neuron</a></li><li><a href="#masking-neuron">Masking neuron</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <a href="../../Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h6 id="init-neuron"><a href="#init-neuron" class="anchor"></a>Init neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="input-neuron"><a href="#input-neuron" class="anchor"></a>Input neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="activation-neuron"><a href="#activation-neuron" class="anchor"></a>Activation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linear-neuron"><a href="#linear-neuron" class="anchor"></a>Linear neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linearnobias-neuron"><a href="#linearnobias-neuron" class="anchor"></a>LinearNoBias neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="recurrent-neuron"><a href="#recurrent-neuron" class="anchor"></a>Recurrent neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lstm-neuron"><a href="#lstm-neuron" class="anchor"></a>LSTM neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gru-neuron"><a href="#gru-neuron" class="anchor"></a>GRU neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv1d-neuron"><a href="#conv1d-neuron" class="anchor"></a>Conv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv2d-neuron"><a href="#conv2d-neuron" class="anchor"></a>Conv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="conv3d-neuron"><a href="#conv3d-neuron" class="anchor"></a>Conv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv1d-neuron"><a href="#dilatedconv1d-neuron" class="anchor"></a>DilatedConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv2d-neuron"><a href="#dilatedconv2d-neuron" class="anchor"></a>DilatedConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dilatedconv3d-neuron"><a href="#dilatedconv3d-neuron" class="anchor"></a>DilatedConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv1d-neuron"><a href="#transposeconv1d-neuron" class="anchor"></a>TransposeConv1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv2d-neuron"><a href="#transposeconv2d-neuron" class="anchor"></a>TransposeConv2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="transposeconv3d-neuron"><a href="#transposeconv3d-neuron" class="anchor"></a>TransposeConv3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="fullyconnected-neuron"><a href="#fullyconnected-neuron" class="anchor"></a>FullyConnected neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool1d-neuron"><a href="#maxpool1d-neuron" class="anchor"></a>MaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="maxpool2d-neuron"><a href="#maxpool2d-neuron" class="anchor"></a>MaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool1d-neuron"><a href="#avgpool1d-neuron" class="anchor"></a>AvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="avgpool2d-neuron"><a href="#avgpool2d-neuron" class="anchor"></a>AvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool1d-neuron"><a href="#globalmaxpool1d-neuron" class="anchor"></a>GlobalMaxPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalmaxpool2d-neuron"><a href="#globalmaxpool2d-neuron" class="anchor"></a>GlobalMaxPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool1d-neuron"><a href="#globalavgpool1d-neuron" class="anchor"></a>GlobalAvgPool1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="globalavgpool2d-neuron"><a href="#globalavgpool2d-neuron" class="anchor"></a>GlobalAvgPool2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling1d-neuron"><a href="#upsampling1d-neuron" class="anchor"></a>UpSampling1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling2d-neuron"><a href="#upsampling2d-neuron" class="anchor"></a>UpSampling2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="upsampling3d-neuron"><a href="#upsampling3d-neuron" class="anchor"></a>UpSampling3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding1d-neuron"><a href="#padding1d-neuron" class="anchor"></a>Padding1D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding2d-neuron"><a href="#padding2d-neuron" class="anchor"></a>Padding2D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="padding3d-neuron"><a href="#padding3d-neuron" class="anchor"></a>Padding3D neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambda-neuron"><a href="#lambda-neuron" class="anchor"></a>Lambda neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lambdaarray-neuron"><a href="#lambdaarray-neuron" class="anchor"></a>LambdaArray neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dropout-neuron"><a href="#dropout-neuron" class="anchor"></a>Dropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="reshape-neuron"><a href="#reshape-neuron" class="anchor"></a>Reshape neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="flatten-neuron"><a href="#flatten-neuron" class="anchor"></a>Flatten neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="slice-neuron"><a href="#slice-neuron" class="anchor"></a>Slice neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="add-neuron"><a href="#add-neuron" class="anchor"></a>Add neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="mul-neuron"><a href="#mul-neuron" class="anchor"></a>Mul neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="dot-neuron"><a href="#dot-neuron" class="anchor"></a>Dot neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="max-neuron"><a href="#max-neuron" class="anchor"></a>Max neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="average-neuron"><a href="#average-neuron" class="anchor"></a>Average neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="concatenate-neuron"><a href="#concatenate-neuron" class="anchor"></a>Concatenate neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="normalisation-neuron"><a href="#normalisation-neuron" class="anchor"></a>Normalisation neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiannoise-neuron"><a href="#gaussiannoise-neuron" class="anchor"></a>GaussianNoise neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussiandropout-neuron"><a href="#gaussiandropout-neuron" class="anchor"></a>GaussianDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="alphadropout-neuron"><a href="#alphadropout-neuron" class="anchor"></a>AlphaDropout neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="embedding-neuron"><a href="#embedding-neuron" class="anchor"></a>Embedding neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="masking-neuron"><a href="#masking-neuron" class="anchor"></a>Masking neuron</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> = </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Types of neuron.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div><div class="spec-doc"><p>Get both input and output shapes of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the input shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Get the output shape of a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Connect this neuron to others in a neural network.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Initialise the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the parameters in a neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Tag the neuron, used by <code>Algodiff</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the trainable parameters in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the primal values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble all the adjacent values in an array, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Update trainable parameters in a neuron, used by <code>Optimise</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Load both trainable and non-trainable parameters into the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Assemble both trainable and non-trainable parameters of the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div><div class="spec-doc"><p>Make a deep copy of the neuron and its parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computation in this neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the neuron to its string representation. The string is often a summary of the parameters defined in the neuron.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the name of the neuron.</p></div></div></div></body></html>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_numdiff_generic.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_numdiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_numdiff/module-type-Sig/index.html">Owl_types_ndarray_numdiff.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_numdiff/module-type-Sig/index.html#type-elt">elt</a> = float</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html#type-elt">elt</a> = float</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_numdiff_generic.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_numdiff_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_numdiff/module-type-Sig/index.html">Owl_types_ndarray_numdiff.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_numdiff/module-type-Sig/index.html#type-elt">elt</a> = float</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html#type-elt">elt</a> = float</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_numdiff_generic.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_numdiff_generic</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_numdiff_generic.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Numdiff/index.html">Owl_types.Ndarray_Numdiff</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_types/module-type-Ndarray_Numdiff/index.html#type-elt">elt</a> = float</span></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_eps"><a href="#val-_eps" class="anchor"></a><code><span><span class="keyword">val</span> _eps : float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_ep1"><a href="#val-_ep1" class="anchor"></a><code><span><span class="keyword">val</span> _ep1 : float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_ep2"><a href="#val-_ep2" class="anchor"></a><code><span><span class="keyword">val</span> _ep2 : float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2"><a href="#val-diff2" class="anchor"></a><code><span><span class="keyword">val</span> diff2 : <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2'"><a href="#val-diff2'" class="anchor"></a><code><span><span class="keyword">val</span> diff2' : <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a> * <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT'"><a href="#val-jacobianT'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT' : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a> * <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT"><a href="#val-jacobianT" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a> * <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_numdiff_generic.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_numdiff_generic</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_numdiff_generic.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Numdiff/index.html">Owl_types.Ndarray_Numdiff</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_types/module-type-Ndarray_Numdiff/index.html#type-elt">elt</a> = float</span></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_eps"><a href="#val-_eps" class="anchor"></a><code><span><span class="keyword">val</span> _eps : float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_ep1"><a href="#val-_ep1" class="anchor"></a><code><span><span class="keyword">val</span> _ep1 : float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_ep2"><a href="#val-_ep2" class="anchor"></a><code><span><span class="keyword">val</span> _ep2 : float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2"><a href="#val-diff2" class="anchor"></a><code><span><span class="keyword">val</span> diff2 : <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2'"><a href="#val-diff2'" class="anchor"></a><code><span><span class="keyword">val</span> diff2' : <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a> * <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT'"><a href="#val-jacobianT'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT' : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a> * <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT"><a href="#val-jacobianT" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a> * <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_numdiff_generic/index.html b/docs/owl-base/Owl_numdiff_generic/index.html
index 8eb3c8679..4159ebdf0 100644
--- a/docs/owl-base/Owl_numdiff_generic/index.html
+++ b/docs/owl-base/Owl_numdiff_generic/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_numdiff_generic (owl-base.Owl_numdiff_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_numdiff_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_numdiff_generic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Numdiff/index.html">Owl_types.Ndarray_Numdiff</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_types/module-type-Ndarray_Numdiff/index.html#type-elt">elt</a> = float</span>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_numdiff_generic (owl-base.Owl_numdiff_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_numdiff_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_numdiff_generic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Numdiff/index.html">Owl_types.Ndarray_Numdiff</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_types/module-type-Ndarray_Numdiff/index.html#type-elt">elt</a> = float</span>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_numdiff_generic_sig/Impl/argument-1-A/index.html b/docs/owl-base/Owl_numdiff_generic_sig/Impl/argument-1-A/index.html
index 95ca35f6d..4c793927b 100644
--- a/docs/owl-base/Owl_numdiff_generic_sig/Impl/argument-1-A/index.html
+++ b/docs/owl-base/Owl_numdiff_generic_sig/Impl/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_numdiff_generic_sig.Impl.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_numdiff_generic_sig</a> &#x00BB; <a href="../index.html">Impl</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Impl.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_numdiff/module-type-Sig/index.html">Owl_types_ndarray_numdiff.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_numdiff/module-type-Sig/index.html#type-elt">elt</a> = float</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html#type-elt">elt</a> = float</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_numdiff_generic_sig.Impl.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_numdiff_generic_sig</a> &#x00BB; <a href="../index.html">Impl</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Impl.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_numdiff/module-type-Sig/index.html">Owl_types_ndarray_numdiff.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_numdiff/module-type-Sig/index.html#type-elt">elt</a> = float</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html#type-elt">elt</a> = float</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Impl (owl-base.Owl_numdiff_generic_sig.Impl)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_numdiff_generic_sig</a> &#x00BB; Impl</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_numdiff_generic_sig.Impl</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Numdiff/index.html">Owl_types.Ndarray_Numdiff</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_types/module-type-Ndarray_Numdiff/index.html#type-elt">elt</a> = float</span></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div><div class="spec-doc"><p>General ndarray type</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div><div class="spec-doc"><p>Scalar type</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>derivative of <code>f : scalar -&gt; scalar</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>derivative of <code>f : scalar -&gt; scalar</code>, return both <code>f x</code> and <code>f' x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2"><a href="#val-diff2" class="anchor"></a><code><span><span class="keyword">val</span> diff2 : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>second order derivative of <code>f : float -&gt; float</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2'"><a href="#val-diff2'" class="anchor"></a><code><span><span class="keyword">val</span> diff2' : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>second order derivative of <code>f : float -&gt; float</code>, return <code>f x</code> and <code>f' x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>gradient of <code>f : vector -&gt; scalar</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>gradient of <code>f : vector -&gt; scalar</code>, return <code>f x</code> and <code>g x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f : vector -&gt; vector</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f : vector -&gt; vector</code>, return <code>f x</code> and <code>j x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT"><a href="#val-jacobianT" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>transposed jacobian of <code>f : vector -&gt; vector</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT'"><a href="#val-jacobianT'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>transposed jacobian of <code>f : vector -&gt; vector</code>, return <code>f x</code> and <code>j x</code>.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Impl (owl-base.Owl_numdiff_generic_sig.Impl)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_numdiff_generic_sig</a> &#x00BB; Impl</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_numdiff_generic_sig.Impl</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Numdiff/index.html">Owl_types.Ndarray_Numdiff</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_types/module-type-Ndarray_Numdiff/index.html#type-elt">elt</a> = float</span></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div><div class="spec-doc"><p>General ndarray type</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div><div class="spec-doc"><p>Scalar type</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>derivative of <code>f : scalar -&gt; scalar</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>derivative of <code>f : scalar -&gt; scalar</code>, return both <code>f x</code> and <code>f' x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2"><a href="#val-diff2" class="anchor"></a><code><span><span class="keyword">val</span> diff2 : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>second order derivative of <code>f : float -&gt; float</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2'"><a href="#val-diff2'" class="anchor"></a><code><span><span class="keyword">val</span> diff2' : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>second order derivative of <code>f : float -&gt; float</code>, return <code>f x</code> and <code>f' x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>gradient of <code>f : vector -&gt; scalar</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>gradient of <code>f : vector -&gt; scalar</code>, return <code>f x</code> and <code>g x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f : vector -&gt; vector</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f : vector -&gt; vector</code>, return <code>f x</code> and <code>j x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT"><a href="#val-jacobianT" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>transposed jacobian of <code>f : vector -&gt; vector</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT'"><a href="#val-jacobianT'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>transposed jacobian of <code>f : vector -&gt; vector</code>, return <code>f x</code> and <code>j x</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_numdiff_generic_sig/index.html b/docs/owl-base/Owl_numdiff_generic_sig/index.html
index 45a71d742..d2356a598 100644
--- a/docs/owl-base/Owl_numdiff_generic_sig/index.html
+++ b/docs/owl-base/Owl_numdiff_generic_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_numdiff_generic_sig (owl-base.Owl_numdiff_generic_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_numdiff_generic_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_numdiff_generic_sig</span></code></h1><p>Numdiff: numerical differentiation module</p></header><div class="odoc-content"><p>The functor used to generate Numdiff module of various precisions.</p><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Impl"><a href="#module-Impl" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Impl/index.html">Impl</a></span><span> (<a href="Impl/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Numdiff/index.html">Owl_types.Ndarray_Numdiff</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_types/module-type-Ndarray_Numdiff/index.html#type-elt">elt</a> = float</span>) : <a href="module-type-Sig/index.html">Sig</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_numdiff_generic_sig (owl-base.Owl_numdiff_generic_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_numdiff_generic_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_numdiff_generic_sig</span></code></h1><p>Numdiff: numerical differentiation module</p></header><div class="odoc-content"><p>The functor used to generate Numdiff module of various precisions.</p><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Impl"><a href="#module-Impl" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Impl/index.html">Impl</a></span><span> (<a href="Impl/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Numdiff/index.html">Owl_types.Ndarray_Numdiff</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_types/module-type-Ndarray_Numdiff/index.html#type-elt">elt</a> = float</span>) : <a href="module-type-Sig/index.html">Sig</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_numdiff_generic_sig/module-type-Sig/index.html b/docs/owl-base/Owl_numdiff_generic_sig/module-type-Sig/index.html
index b1cbcc114..ff31463c3 100644
--- a/docs/owl-base/Owl_numdiff_generic_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_numdiff_generic_sig/module-type-Sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_numdiff_generic_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_numdiff_generic_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_numdiff_generic_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div><div class="spec-doc"><p>General ndarray type</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div><div class="spec-doc"><p>Scalar type</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>derivative of <code>f : scalar -&gt; scalar</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>derivative of <code>f : scalar -&gt; scalar</code>, return both <code>f x</code> and <code>f' x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2"><a href="#val-diff2" class="anchor"></a><code><span><span class="keyword">val</span> diff2 : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>second order derivative of <code>f : float -&gt; float</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2'"><a href="#val-diff2'" class="anchor"></a><code><span><span class="keyword">val</span> diff2' : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>second order derivative of <code>f : float -&gt; float</code>, return <code>f x</code> and <code>f' x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>gradient of <code>f : vector -&gt; scalar</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>gradient of <code>f : vector -&gt; scalar</code>, return <code>f x</code> and <code>g x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f : vector -&gt; vector</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f : vector -&gt; vector</code>, return <code>f x</code> and <code>j x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT"><a href="#val-jacobianT" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>transposed jacobian of <code>f : vector -&gt; vector</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT'"><a href="#val-jacobianT'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>transposed jacobian of <code>f : vector -&gt; vector</code>, return <code>f x</code> and <code>j x</code>.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_numdiff_generic_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_numdiff_generic_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_numdiff_generic_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div><div class="spec-doc"><p>General ndarray type</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div><div class="spec-doc"><p>Scalar type</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>derivative of <code>f : scalar -&gt; scalar</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>derivative of <code>f : scalar -&gt; scalar</code>, return both <code>f x</code> and <code>f' x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2"><a href="#val-diff2" class="anchor"></a><code><span><span class="keyword">val</span> diff2 : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>second order derivative of <code>f : float -&gt; float</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff2'"><a href="#val-diff2'" class="anchor"></a><code><span><span class="keyword">val</span> diff2' : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>second order derivative of <code>f : float -&gt; float</code>, return <code>f x</code> and <code>f' x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>gradient of <code>f : vector -&gt; scalar</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>gradient of <code>f : vector -&gt; scalar</code>, return <code>f x</code> and <code>g x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f : vector -&gt; vector</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f : vector -&gt; vector</code>, return <code>f x</code> and <code>j x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT"><a href="#val-jacobianT" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>transposed jacobian of <code>f : vector -&gt; vector</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianT'"><a href="#val-jacobianT'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianT' : <span><span>(<span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>transposed jacobian of <code>f : vector -&gt; vector</code>, return <code>f x</code> and <code>j x</code>.</p></div></div></div></body></html>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl-base.Owl_operator.Make_Basic.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_operator</a> &#x00BB; <a href="../index.html">Make_Basic</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Basic.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-equal"><a href="#val-equal" class="anchor"></a><code><span><span class="keyword">val</span> equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater"><a href="#val-greater" class="anchor"></a><code><span><span class="keyword">val</span> greater : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less"><a href="#val-less" class="anchor"></a><code><span><span class="keyword">val</span> less : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal"><a href="#val-greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal"><a href="#val-less_equal" class="anchor"></a><code><span><span class="keyword">val</span> less_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl-base.Owl_operator.Make_Basic.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_operator</a> &#x00BB; <a href="../index.html">Make_Basic</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Basic.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-equal"><a href="#val-equal" class="anchor"></a><code><span><span class="keyword">val</span> equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater"><a href="#val-greater" class="anchor"></a><code><span><span class="keyword">val</span> greater : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less"><a href="#val-less" class="anchor"></a><code><span><span class="keyword">val</span> less : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal"><a href="#val-greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal"><a href="#val-less_equal" class="anchor"></a><code><span><span class="keyword">val</span> less_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_operator/Make_Basic/index.html b/docs/owl-base/Owl_operator/Make_Basic/index.html
index ede60bf78..ad7546af9 100644
--- a/docs/owl-base/Owl_operator/Make_Basic/index.html
+++ b/docs/owl-base/Owl_operator/Make_Basic/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Basic (owl-base.Owl_operator.Make_Basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_operator</a> &#x00BB; Make_Basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator.Make_Basic</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../../Owl_types_operator/module-type-BasicSig/index.html">Owl_types_operator.BasicSig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>add</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>sub</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>mul</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>div</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(+$)"><a href="#val-(+$)" class="anchor"></a><code><span><span class="keyword">val</span> (+$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>add_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-$)"><a href="#val-(-$)" class="anchor"></a><code><span><span class="keyword">val</span> (-$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>sub_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*$)"><a href="#val-(*$)" class="anchor"></a><code><span><span class="keyword">val</span> (*$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>mul_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/$)"><a href="#val-(/$)" class="anchor"></a><code><span><span class="keyword">val</span> (/$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>div_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-($+)"><a href="#val-($+)" class="anchor"></a><code><span><span class="keyword">val</span> ($+) : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>scalar_add</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-($-)"><a href="#val-($-)" class="anchor"></a><code><span><span class="keyword">val</span> ($-) : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>scalar_sub</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-($*)"><a href="#val-($*)" class="anchor"></a><code><span><span class="keyword">val</span> ($*) : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>scalar_mul</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-($/)"><a href="#val-($/)" class="anchor"></a><code><span><span class="keyword">val</span> ($/) : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>scalar_div</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=)"><a href="#val-(=)" class="anchor"></a><code><span><span class="keyword">val</span> (=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(!=)"><a href="#val-(!=)" class="anchor"></a><code><span><span class="keyword">val</span> (!=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>not_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;&gt;)"><a href="#val-(&lt;&gt;)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;&gt;) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>not_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;)"><a href="#val-(&gt;)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>greater</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;)"><a href="#val-(&lt;)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>less</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;=)"><a href="#val-(&gt;=)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>greater_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;=)"><a href="#val-(&lt;=)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>less_equal</code></p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Basic (owl-base.Owl_operator.Make_Basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_operator</a> &#x00BB; Make_Basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator.Make_Basic</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../../Owl_types_operator/module-type-BasicSig/index.html">Owl_types_operator.BasicSig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>add</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>sub</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>mul</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>div</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(+$)"><a href="#val-(+$)" class="anchor"></a><code><span><span class="keyword">val</span> (+$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>add_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-$)"><a href="#val-(-$)" class="anchor"></a><code><span><span class="keyword">val</span> (-$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>sub_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*$)"><a href="#val-(*$)" class="anchor"></a><code><span><span class="keyword">val</span> (*$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>mul_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/$)"><a href="#val-(/$)" class="anchor"></a><code><span><span class="keyword">val</span> (/$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>div_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-($+)"><a href="#val-($+)" class="anchor"></a><code><span><span class="keyword">val</span> ($+) : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>scalar_add</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-($-)"><a href="#val-($-)" class="anchor"></a><code><span><span class="keyword">val</span> ($-) : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>scalar_sub</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-($*)"><a href="#val-($*)" class="anchor"></a><code><span><span class="keyword">val</span> ($*) : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>scalar_mul</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-($/)"><a href="#val-($/)" class="anchor"></a><code><span><span class="keyword">val</span> ($/) : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>scalar_div</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=)"><a href="#val-(=)" class="anchor"></a><code><span><span class="keyword">val</span> (=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(!=)"><a href="#val-(!=)" class="anchor"></a><code><span><span class="keyword">val</span> (!=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>not_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;&gt;)"><a href="#val-(&lt;&gt;)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;&gt;) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>not_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;)"><a href="#val-(&gt;)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>greater</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;)"><a href="#val-(&lt;)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>less</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;=)"><a href="#val-(&gt;=)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>greater_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;=)"><a href="#val-(&lt;=)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>less_equal</code></p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_operator/Make_Extend/argument-1-M/index.html b/docs/owl-base/Owl_operator/Make_Extend/argument-1-M/index.html
index 423383c40..2bbea5f27 100644
--- a/docs/owl-base/Owl_operator/Make_Extend/argument-1-M/index.html
+++ b/docs/owl-base/Owl_operator/Make_Extend/argument-1-M/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl-base.Owl_operator.Make_Extend.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_operator</a> &#x00BB; <a href="../index.html">Make_Extend</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Extend.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-equal_scalar"><a href="#val-equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal_scalar"><a href="#val-not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> not_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_scalar"><a href="#val-less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> less_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_scalar"><a href="#val-greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> greater_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal_scalar"><a href="#val-less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> less_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal_scalar"><a href="#val-greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar"><a href="#val-fmod_scalar" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal"><a href="#val-approx_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal_scalar"><a href="#val-approx_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal"><a href="#val-approx_elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal_scalar"><a href="#val-approx_elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_ext"><a href="#val-get_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ext : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_ext"><a href="#val-set_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ext : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_ext"><a href="#val-get_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_ext"><a href="#val-set_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl-base.Owl_operator.Make_Extend.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_operator</a> &#x00BB; <a href="../index.html">Make_Extend</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Extend.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-equal_scalar"><a href="#val-equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal_scalar"><a href="#val-not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> not_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_scalar"><a href="#val-less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> less_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_scalar"><a href="#val-greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> greater_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal_scalar"><a href="#val-less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> less_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal_scalar"><a href="#val-greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar"><a href="#val-fmod_scalar" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal"><a href="#val-approx_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal_scalar"><a href="#val-approx_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal"><a href="#val-approx_elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal_scalar"><a href="#val-approx_elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_ext"><a href="#val-get_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ext : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_ext"><a href="#val-set_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ext : <span><span><a href="../../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_ext"><a href="#val-get_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_ext"><a href="#val-set_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_operator/Make_Extend/index.html b/docs/owl-base/Owl_operator/Make_Extend/index.html
index bafc2d7cb..b4a9126b0 100644
--- a/docs/owl-base/Owl_operator/Make_Extend/index.html
+++ b/docs/owl-base/Owl_operator/Make_Extend/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Extend (owl-base.Owl_operator.Make_Extend)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_operator</a> &#x00BB; Make_Extend</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator.Make_Extend</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../../Owl_types_operator/module-type-ExtendSig/index.html">Owl_types_operator.ExtendSig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-(=$)"><a href="#val-(=$)" class="anchor"></a><code><span><span class="keyword">val</span> (=$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(!=$)"><a href="#val-(!=$)" class="anchor"></a><code><span><span class="keyword">val</span> (!=$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>not_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;&gt;$)"><a href="#val-(&lt;&gt;$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;&gt;$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>not_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;$)"><a href="#val-(&lt;$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>less_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;$)"><a href="#val-(&gt;$)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>greater_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;=$)"><a href="#val-(&lt;=$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;=$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>less_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;=$)"><a href="#val-(&gt;=$)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;=$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>greater_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=.)"><a href="#val-(=.)" class="anchor"></a><code><span><span class="keyword">val</span> (=.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(!=.)"><a href="#val-(!=.)" class="anchor"></a><code><span><span class="keyword">val</span> (!=.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_not_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;&gt;.)"><a href="#val-(&lt;&gt;.)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;&gt;.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_not_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;.)"><a href="#val-(&lt;.)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_less</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;.)"><a href="#val-(&gt;.)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_greater</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;=.)"><a href="#val-(&lt;=.)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;=.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_less_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;=.)"><a href="#val-(&gt;=.)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;=.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_greater_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=.$)"><a href="#val-(=.$)" class="anchor"></a><code><span><span class="keyword">val</span> (=.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(!=.$)"><a href="#val-(!=.$)" class="anchor"></a><code><span><span class="keyword">val</span> (!=.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_not_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;&gt;.$)"><a href="#val-(&lt;&gt;.$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;&gt;.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_not_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;.$)"><a href="#val-(&lt;.$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_less_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;.$)"><a href="#val-(&gt;.$)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_greater_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;=.$)"><a href="#val-(&lt;=.$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;=.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_less_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;=.$)"><a href="#val-(&gt;=.$)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;=.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_greater_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=~)"><a href="#val-(=~)" class="anchor"></a><code><span><span class="keyword">val</span> (=~) : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>approx_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=~$)"><a href="#val-(=~$)" class="anchor"></a><code><span><span class="keyword">val</span> (=~$) : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>approx_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=~.)"><a href="#val-(=~.)" class="anchor"></a><code><span><span class="keyword">val</span> (=~.) : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>approx_elt_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=~.$)"><a href="#val-(=~.$)" class="anchor"></a><code><span><span class="keyword">val</span> (=~.$) : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>approx_elt_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(%)"><a href="#val-(%)" class="anchor"></a><code><span><span class="keyword">val</span> (%) : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>fmod</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(%$)"><a href="#val-(%$)" class="anchor"></a><code><span><span class="keyword">val</span> (%$) : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>fmod_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>pow</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-($**)"><a href="#val-($**)" class="anchor"></a><code><span><span class="keyword">val</span> ($**) : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>scalar_pow</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**$)"><a href="#val-(**$)" class="anchor"></a><code><span><span class="keyword">val</span> (**$) : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>pow_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(+=)"><a href="#val-(+=)" class="anchor"></a><code><span><span class="keyword">val</span> (+=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>add_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-=)"><a href="#val-(-=)" class="anchor"></a><code><span><span class="keyword">val</span> (-=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>sub_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*=)"><a href="#val-(*=)" class="anchor"></a><code><span><span class="keyword">val</span> (*=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>mul_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/=)"><a href="#val-(/=)" class="anchor"></a><code><span><span class="keyword">val</span> (/=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>div_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(+$=)"><a href="#val-(+$=)" class="anchor"></a><code><span><span class="keyword">val</span> (+$=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>add_scalar_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-$=)"><a href="#val-(-$=)" class="anchor"></a><code><span><span class="keyword">val</span> (-$=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>sub_scalar_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*$=)"><a href="#val-(*$=)" class="anchor"></a><code><span><span class="keyword">val</span> (*$=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>mul_scalar_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/$=)"><a href="#val-(/$=)" class="anchor"></a><code><span><span class="keyword">val</span> (/$=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>div_scalar_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(@=)"><a href="#val-(@=)" class="anchor"></a><code><span><span class="keyword">val</span> (@=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>concat_vertical</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(@||)"><a href="#val-(@||)" class="anchor"></a><code><span><span class="keyword">val</span> (@||) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>concat_horizontal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.!{;..})"><a href="#val-(.!{;..})" class="anchor"></a><code><span><span class="keyword">val</span> (.!{;..}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>get_fancy</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.!{;..}&lt;-)"><a href="#val-(.!{;..}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.!{;..}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>set_fancy</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.${})"><a href="#val-(.${})" class="anchor"></a><code><span><span class="keyword">val</span> (.${}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.${;..})"><a href="#val-(.${;..})" class="anchor"></a><code><span><span class="keyword">val</span> (.${;..}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>get_slice</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.${}&lt;-)"><a href="#val-(.${}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.${}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.${;..}&lt;-)"><a href="#val-(.${;..}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.${;..}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>set_slice</code></p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Extend (owl-base.Owl_operator.Make_Extend)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_operator</a> &#x00BB; Make_Extend</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator.Make_Extend</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../../Owl_types_operator/module-type-ExtendSig/index.html">Owl_types_operator.ExtendSig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-(=$)"><a href="#val-(=$)" class="anchor"></a><code><span><span class="keyword">val</span> (=$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(!=$)"><a href="#val-(!=$)" class="anchor"></a><code><span><span class="keyword">val</span> (!=$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>not_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;&gt;$)"><a href="#val-(&lt;&gt;$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;&gt;$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>not_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;$)"><a href="#val-(&lt;$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>less_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;$)"><a href="#val-(&gt;$)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>greater_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;=$)"><a href="#val-(&lt;=$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;=$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>less_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;=$)"><a href="#val-(&gt;=$)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;=$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>greater_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=.)"><a href="#val-(=.)" class="anchor"></a><code><span><span class="keyword">val</span> (=.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(!=.)"><a href="#val-(!=.)" class="anchor"></a><code><span><span class="keyword">val</span> (!=.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_not_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;&gt;.)"><a href="#val-(&lt;&gt;.)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;&gt;.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_not_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;.)"><a href="#val-(&lt;.)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_less</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;.)"><a href="#val-(&gt;.)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_greater</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;=.)"><a href="#val-(&lt;=.)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;=.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_less_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;=.)"><a href="#val-(&gt;=.)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;=.) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_greater_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=.$)"><a href="#val-(=.$)" class="anchor"></a><code><span><span class="keyword">val</span> (=.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(!=.$)"><a href="#val-(!=.$)" class="anchor"></a><code><span><span class="keyword">val</span> (!=.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_not_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;&gt;.$)"><a href="#val-(&lt;&gt;.$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;&gt;.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_not_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;.$)"><a href="#val-(&lt;.$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_less_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;.$)"><a href="#val-(&gt;.$)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_greater_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&lt;=.$)"><a href="#val-(&lt;=.$)" class="anchor"></a><code><span><span class="keyword">val</span> (&lt;=.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_less_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(&gt;=.$)"><a href="#val-(&gt;=.$)" class="anchor"></a><code><span><span class="keyword">val</span> (&gt;=.$) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>elt_greater_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=~)"><a href="#val-(=~)" class="anchor"></a><code><span><span class="keyword">val</span> (=~) : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>approx_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=~$)"><a href="#val-(=~$)" class="anchor"></a><code><span><span class="keyword">val</span> (=~$) : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Operator of <code>approx_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=~.)"><a href="#val-(=~.)" class="anchor"></a><code><span><span class="keyword">val</span> (=~.) : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>approx_elt_equal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(=~.$)"><a href="#val-(=~.$)" class="anchor"></a><code><span><span class="keyword">val</span> (=~.$) : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>approx_elt_equal_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(%)"><a href="#val-(%)" class="anchor"></a><code><span><span class="keyword">val</span> (%) : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>fmod</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(%$)"><a href="#val-(%$)" class="anchor"></a><code><span><span class="keyword">val</span> (%$) : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>fmod_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>pow</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-($**)"><a href="#val-($**)" class="anchor"></a><code><span><span class="keyword">val</span> ($**) : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>scalar_pow</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**$)"><a href="#val-(**$)" class="anchor"></a><code><span><span class="keyword">val</span> (**$) : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>pow_scalar</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(+=)"><a href="#val-(+=)" class="anchor"></a><code><span><span class="keyword">val</span> (+=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>add_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-=)"><a href="#val-(-=)" class="anchor"></a><code><span><span class="keyword">val</span> (-=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>sub_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*=)"><a href="#val-(*=)" class="anchor"></a><code><span><span class="keyword">val</span> (*=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>mul_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/=)"><a href="#val-(/=)" class="anchor"></a><code><span><span class="keyword">val</span> (/=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>div_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(+$=)"><a href="#val-(+$=)" class="anchor"></a><code><span><span class="keyword">val</span> (+$=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>add_scalar_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-$=)"><a href="#val-(-$=)" class="anchor"></a><code><span><span class="keyword">val</span> (-$=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>sub_scalar_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*$=)"><a href="#val-(*$=)" class="anchor"></a><code><span><span class="keyword">val</span> (*$=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>mul_scalar_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/$=)"><a href="#val-(/$=)" class="anchor"></a><code><span><span class="keyword">val</span> (/$=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>div_scalar_</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(@=)"><a href="#val-(@=)" class="anchor"></a><code><span><span class="keyword">val</span> (@=) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>concat_vertical</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(@||)"><a href="#val-(@||)" class="anchor"></a><code><span><span class="keyword">val</span> (@||) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>concat_horizontal</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.!{;..})"><a href="#val-(.!{;..})" class="anchor"></a><code><span><span class="keyword">val</span> (.!{;..}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>get_fancy</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.!{;..}&lt;-)"><a href="#val-(.!{;..}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.!{;..}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>set_fancy</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.${})"><a href="#val-(.${})" class="anchor"></a><code><span><span class="keyword">val</span> (.${}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.${;..})"><a href="#val-(.${;..})" class="anchor"></a><code><span><span class="keyword">val</span> (.${;..}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>get_slice</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.${}&lt;-)"><a href="#val-(.${}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.${}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.${;..}&lt;-)"><a href="#val-(.${;..}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.${;..}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>set_slice</code></p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_operator/Make_Linalg/argument-1-M/index.html b/docs/owl-base/Owl_operator/Make_Linalg/argument-1-M/index.html
index 20bd9bd3c..36336f1f7 100644
--- a/docs/owl-base/Owl_operator/Make_Linalg/argument-1-M/index.html
+++ b/docs/owl-base/Owl_operator/Make_Linalg/argument-1-M/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl-base.Owl_operator.Make_Linalg.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_operator</a> &#x00BB; <a href="../index.html">Make_Linalg</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Linalg.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mpow"><a href="#val-mpow" class="anchor"></a><code><span><span class="keyword">val</span> mpow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl-base.Owl_operator.Make_Linalg.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_operator</a> &#x00BB; <a href="../index.html">Make_Linalg</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Linalg.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mpow"><a href="#val-mpow" class="anchor"></a><code><span><span class="keyword">val</span> mpow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_operator/Make_Linalg/index.html b/docs/owl-base/Owl_operator/Make_Linalg/index.html
index 7dc31af1f..b1bcec628 100644
--- a/docs/owl-base/Owl_operator/Make_Linalg/index.html
+++ b/docs/owl-base/Owl_operator/Make_Linalg/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Linalg (owl-base.Owl_operator.Make_Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_operator</a> &#x00BB; Make_Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator.Make_Linalg</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../../Owl_types_operator/module-type-LinalgSig/index.html">Owl_types_operator.LinalgSig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-(**@)"><a href="#val-(**@)" class="anchor"></a><code><span><span class="keyword">val</span> (**@) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>mpow</code>, i.e. matrix power.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/@)"><a href="#val-(/@)" class="anchor"></a><code><span><span class="keyword">val</span> (/@) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>linsolve a b</code>, i.e. for solving a linear system <code>a * x = b</code>.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Linalg (owl-base.Owl_operator.Make_Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_operator</a> &#x00BB; Make_Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator.Make_Linalg</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../../Owl_types_operator/module-type-LinalgSig/index.html">Owl_types_operator.LinalgSig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-(**@)"><a href="#val-(**@)" class="anchor"></a><code><span><span class="keyword">val</span> (**@) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>mpow</code>, i.e. matrix power.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/@)"><a href="#val-(/@)" class="anchor"></a><code><span><span class="keyword">val</span> (/@) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>linsolve a b</code>, i.e. for solving a linear system <code>a * x = b</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_operator/Make_Matrix/argument-1-M/index.html b/docs/owl-base/Owl_operator/Make_Matrix/argument-1-M/index.html
index 71e219b08..ad7f31f11 100644
--- a/docs/owl-base/Owl_operator/Make_Matrix/argument-1-M/index.html
+++ b/docs/owl-base/Owl_operator/Make_Matrix/argument-1-M/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl-base.Owl_operator.Make_Matrix.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_operator</a> &#x00BB; <a href="../index.html">Make_Matrix</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Matrix.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl-base.Owl_operator.Make_Matrix.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_operator</a> &#x00BB; <a href="../index.html">Make_Matrix</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Matrix.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_operator/Make_Matrix/index.html b/docs/owl-base/Owl_operator/Make_Matrix/index.html
index dc2ebc70d..6275f5ff2 100644
--- a/docs/owl-base/Owl_operator/Make_Matrix/index.html
+++ b/docs/owl-base/Owl_operator/Make_Matrix/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Matrix (owl-base.Owl_operator.Make_Matrix)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_operator</a> &#x00BB; Make_Matrix</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator.Make_Matrix</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../../Owl_types_operator/module-type-MatrixSig/index.html">Owl_types_operator.MatrixSig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>dot a b</code>, i.e. matrix multiplication <code>a * b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{})"><a href="#val-(.%{})" class="anchor"></a><code><span><span class="keyword">val</span> (.%{}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(int * int)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{;..})"><a href="#val-(.%{;..})" class="anchor"></a><code><span><span class="keyword">val</span> (.%{;..}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Operator of <code>get</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{}&lt;-)"><a href="#val-(.%{}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.%{}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(int * int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{;..}&lt;-)"><a href="#val-(.%{;..}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.%{;..}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>set</code></p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Matrix (owl-base.Owl_operator.Make_Matrix)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_operator</a> &#x00BB; Make_Matrix</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator.Make_Matrix</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../../Owl_types_operator/module-type-MatrixSig/index.html">Owl_types_operator.MatrixSig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span></span></code></div><div class="spec-doc"><p>Operator of <code>dot a b</code>, i.e. matrix multiplication <code>a * b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{})"><a href="#val-(.%{})" class="anchor"></a><code><span><span class="keyword">val</span> (.%{}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(int * int)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{;..})"><a href="#val-(.%{;..})" class="anchor"></a><code><span><span class="keyword">val</span> (.%{;..}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Operator of <code>get</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{}&lt;-)"><a href="#val-(.%{}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.%{}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(int * int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{;..}&lt;-)"><a href="#val-(.%{;..}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.%{;..}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>set</code></p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_operator/Make_Ndarray/argument-1-M/index.html b/docs/owl-base/Owl_operator/Make_Ndarray/argument-1-M/index.html
index e7954c96a..8e198b511 100644
--- a/docs/owl-base/Owl_operator/Make_Ndarray/argument-1-M/index.html
+++ b/docs/owl-base/Owl_operator/Make_Ndarray/argument-1-M/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl-base.Owl_operator.Make_Ndarray.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_operator</a> &#x00BB; <a href="../index.html">Make_Ndarray</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Ndarray.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl-base.Owl_operator.Make_Ndarray.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_operator</a> &#x00BB; <a href="../index.html">Make_Ndarray</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Ndarray.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_operator/Make_Ndarray/index.html b/docs/owl-base/Owl_operator/Make_Ndarray/index.html
index 168f3df1e..37c39d0f9 100644
--- a/docs/owl-base/Owl_operator/Make_Ndarray/index.html
+++ b/docs/owl-base/Owl_operator/Make_Ndarray/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Ndarray (owl-base.Owl_operator.Make_Ndarray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_operator</a> &#x00BB; Make_Ndarray</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator.Make_Ndarray</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../../Owl_types_operator/module-type-NdarraySig/index.html">Owl_types_operator.NdarraySig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{})"><a href="#val-(.%{})" class="anchor"></a><code><span><span class="keyword">val</span> (.%{}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{;..})"><a href="#val-(.%{;..})" class="anchor"></a><code><span><span class="keyword">val</span> (.%{;..}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Operator of <code>get</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{}&lt;-)"><a href="#val-(.%{}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.%{}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{;..}&lt;-)"><a href="#val-(.%{;..}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.%{;..}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>set</code></p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Ndarray (owl-base.Owl_operator.Make_Ndarray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_operator</a> &#x00BB; Make_Ndarray</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator.Make_Ndarray</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../../Owl_types_operator/module-type-NdarraySig/index.html">Owl_types_operator.NdarraySig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{})"><a href="#val-(.%{})" class="anchor"></a><code><span><span class="keyword">val</span> (.%{}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{;..})"><a href="#val-(.%{;..})" class="anchor"></a><code><span><span class="keyword">val</span> (.%{;..}) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Operator of <code>get</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{}&lt;-)"><a href="#val-(.%{}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.%{}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(.%{;..}&lt;-)"><a href="#val-(.%{;..}&lt;-)" class="anchor"></a><code><span><span class="keyword">val</span> (.%{;..}&lt;-) : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="argument-1-M/index.html#type-t">M.t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Operator of <code>set</code></p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_operator/index.html b/docs/owl-base/Owl_operator/index.html
index 7eb5fe13d..8f5c4cfce 100644
--- a/docs/owl-base/Owl_operator/index.html
+++ b/docs/owl-base/Owl_operator/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_operator (owl-base.Owl_operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#basic-operators">Basic operators</a></li><li><a href="#extended-operators">Extended operators</a></li><li><a href="#matrix-specific-operators">Matrix-specific operators</a></li><li><a href="#ndarray-specific-operators">Ndarray-specific operators</a></li><li><a href="#linalg-specific-operators">Linalg-specific operators</a></li></ul></nav><div class="odoc-content"><h6 id="basic-operators"><a href="#basic-operators" class="anchor"></a>Basic operators</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Basic"><a href="#module-Make_Basic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Basic/index.html">Make_Basic</a></span><span> (<a href="Make_Basic/argument-1-M/index.html">M</a> : <a href="../Owl_types_operator/module-type-BasicSig/index.html">Owl_types_operator.BasicSig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="extended-operators"><a href="#extended-operators" class="anchor"></a>Extended operators</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Extend"><a href="#module-Make_Extend" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Extend/index.html">Make_Extend</a></span><span> (<a href="Make_Extend/argument-1-M/index.html">M</a> : <a href="../Owl_types_operator/module-type-ExtendSig/index.html">Owl_types_operator.ExtendSig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="matrix-specific-operators"><a href="#matrix-specific-operators" class="anchor"></a>Matrix-specific operators</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Matrix"><a href="#module-Make_Matrix" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Matrix/index.html">Make_Matrix</a></span><span> (<a href="Make_Matrix/argument-1-M/index.html">M</a> : <a href="../Owl_types_operator/module-type-MatrixSig/index.html">Owl_types_operator.MatrixSig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="ndarray-specific-operators"><a href="#ndarray-specific-operators" class="anchor"></a>Ndarray-specific operators</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Ndarray"><a href="#module-Make_Ndarray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Ndarray/index.html">Make_Ndarray</a></span><span> (<a href="Make_Ndarray/argument-1-M/index.html">M</a> : <a href="../Owl_types_operator/module-type-NdarraySig/index.html">Owl_types_operator.NdarraySig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linalg-specific-operators"><a href="#linalg-specific-operators" class="anchor"></a>Linalg-specific operators</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Linalg"><a href="#module-Make_Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Linalg/index.html">Make_Linalg</a></span><span> (<a href="Make_Linalg/argument-1-M/index.html">M</a> : <a href="../Owl_types_operator/module-type-LinalgSig/index.html">Owl_types_operator.LinalgSig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_operator (owl-base.Owl_operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#basic-operators">Basic operators</a></li><li><a href="#extended-operators">Extended operators</a></li><li><a href="#matrix-specific-operators">Matrix-specific operators</a></li><li><a href="#ndarray-specific-operators">Ndarray-specific operators</a></li><li><a href="#linalg-specific-operators">Linalg-specific operators</a></li></ul></nav><div class="odoc-content"><h6 id="basic-operators"><a href="#basic-operators" class="anchor"></a>Basic operators</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Basic"><a href="#module-Make_Basic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Basic/index.html">Make_Basic</a></span><span> (<a href="Make_Basic/argument-1-M/index.html">M</a> : <a href="../Owl_types_operator/module-type-BasicSig/index.html">Owl_types_operator.BasicSig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="extended-operators"><a href="#extended-operators" class="anchor"></a>Extended operators</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Extend"><a href="#module-Make_Extend" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Extend/index.html">Make_Extend</a></span><span> (<a href="Make_Extend/argument-1-M/index.html">M</a> : <a href="../Owl_types_operator/module-type-ExtendSig/index.html">Owl_types_operator.ExtendSig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="matrix-specific-operators"><a href="#matrix-specific-operators" class="anchor"></a>Matrix-specific operators</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Matrix"><a href="#module-Make_Matrix" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Matrix/index.html">Make_Matrix</a></span><span> (<a href="Make_Matrix/argument-1-M/index.html">M</a> : <a href="../Owl_types_operator/module-type-MatrixSig/index.html">Owl_types_operator.MatrixSig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="ndarray-specific-operators"><a href="#ndarray-specific-operators" class="anchor"></a>Ndarray-specific operators</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Ndarray"><a href="#module-Make_Ndarray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Ndarray/index.html">Make_Ndarray</a></span><span> (<a href="Make_Ndarray/argument-1-M/index.html">M</a> : <a href="../Owl_types_operator/module-type-NdarraySig/index.html">Owl_types_operator.NdarraySig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="linalg-specific-operators"><a href="#linalg-specific-operators" class="anchor"></a>Linalg-specific operators</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Linalg"><a href="#module-Make_Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Linalg/index.html">Make_Linalg</a></span><span> (<a href="Make_Linalg/argument-1-M/index.html">M</a> : <a href="../Owl_types_operator/module-type-LinalgSig/index.html">Owl_types_operator.LinalgSig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/Batch/index.html b/docs/owl-base/Owl_optimise_generic/Make/Batch/index.html
index 75344e68a..35ecaae6f 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/Batch/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_optimise_generic.Make.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_optimise_generic.Make.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/Checkpoint/index.html b/docs/owl-base/Owl_optimise_generic/Make/Checkpoint/index.html
index c50944967..551d25525 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/Checkpoint/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/Checkpoint/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_optimise_generic.Make.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_optimise_generic.Make.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/Clipping/index.html b/docs/owl-base/Owl_optimise_generic/Make/Clipping/index.html
index 94ae5f9b6..cc34d77df 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/Clipping/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/Clipping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_optimise_generic.Make.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_optimise_generic.Make.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/Gradient/index.html b/docs/owl-base/Owl_optimise_generic/Make/Gradient/index.html
index 5a368bcc7..f9eae906f 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/Gradient/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_optimise_generic.Make.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_optimise_generic.Make.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/Learning_Rate/index.html b/docs/owl-base/Owl_optimise_generic/Make/Learning_Rate/index.html
index d4ce9c7be..3b679437e 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/Learning_Rate/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/Learning_Rate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_optimise_generic.Make.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_optimise_generic.Make.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/Loss/index.html b/docs/owl-base/Owl_optimise_generic/Make/Loss/index.html
index 8018633cd..bfc6da1e8 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/Loss/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_optimise_generic.Make.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_optimise_generic.Make.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/Momentum/index.html b/docs/owl-base/Owl_optimise_generic/Make/Momentum/index.html
index 241b3563a..0dad72a72 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/Momentum/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/Momentum/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_optimise_generic.Make.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_optimise_generic.Make.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/Params/index.html b/docs/owl-base/Owl_optimise_generic/Make/Params/index.html
index 9d5c34762..5d7575261 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/Params/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_optimise_generic.Make.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_optimise_generic.Make.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/Regularisation/index.html b/docs/owl-base/Owl_optimise_generic/Make/Regularisation/index.html
index 9a95e1259..8ae962042 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/Regularisation/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/Regularisation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_optimise_generic.Make.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_optimise_generic.Make.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/Stopping/index.html b/docs/owl-base/Owl_optimise_generic/Make/Stopping/index.html
index 82126789f..4b9ab4f6a 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/Stopping/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/Stopping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_optimise_generic.Make.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_optimise_generic.Make.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/Utils/index.html b/docs/owl-base/Owl_optimise_generic/Make/Utils/index.html
index 48d183ea3..1528a6320 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/Utils/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_optimise_generic.Make.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_optimise_generic.Make.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Linalg/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Linalg/index.html
index 74d82d72b..d8008c737 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Linalg/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_optimise_generic.Make.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_optimise_generic.Make.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Mat/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Mat/index.html
index 3b1599bbb..345b3430c 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Mat/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_optimise_generic.Make.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_optimise_generic.Make.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Scalar/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Scalar/index.html
index 7968fb883..5510cd8aa 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Scalar/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_optimise_generic.Make.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_optimise_generic.Make.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/index.html
index d69c733a8..b7d2f9b42 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_optimise_generic.Make.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_optimise_generic.Make.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Arr/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Arr/index.html
index 4f1a55560..0db9148c4 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Arr/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_optimise_generic.Make.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_optimise_generic.Make.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/index.html
index 3203dd8ab..868d10c62 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_optimise_generic.Make.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_optimise_generic.Make.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Aiso/index.html
index 6c01ede73..cf8e20704 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Piso/index.html
index 9d1223021..e656efe8d 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Siao/index.html
index 3b8ee8dd9..56016f6ce 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Sipo/index.html
index e9bfe107a..887843772 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Siso/index.html
index 485c11c83..03a393e74 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Sito/index.html
index d5c1b10e2..05f989fd7 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_optimise_generic.Make.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Linalg/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Linalg/index.html
index 6c6f80b41..c3073b645 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Linalg/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_optimise_generic.Make.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_optimise_generic.Make.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Mat/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Mat/index.html
index 6e054fa9f..40fa21a45 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Mat/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_optimise_generic.Make.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_optimise_generic.Make.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Maths/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Maths/index.html
index 758fffb18..b2125a124 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Maths/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_optimise_generic.Make.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_optimise_generic.Make.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/NN/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/NN/index.html
index 52c2e6009..88deebfb3 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/NN/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_optimise_generic.Make.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_optimise_generic.Make.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/index.html b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/index.html
index 3bec29571..cf40a37d9 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/argument-1-Algodiff/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_optimise_generic.Make.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_optimise_generic.Make.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span>
diff --git a/docs/owl-base/Owl_optimise_generic/Make/index.html b/docs/owl-base/Owl_optimise_generic/Make/index.html
index ee6c262d4..2fd64c451 100644
--- a/docs/owl-base/Owl_optimise_generic/Make/index.html
+++ b/docs/owl-base/Owl_optimise_generic/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_optimise_generic.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_optimise_generic</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise_generic.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Algodiff"><a href="#argument-1-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Algodiff/index.html">Algodiff</a></span><span> : <a href="../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="argument-1-Algodiff/index.html">Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_optimise_generic.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_optimise_generic</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise_generic.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Algodiff"><a href="#argument-1-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Algodiff/index.html">Algodiff</a></span><span> : <a href="../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="argument-1-Algodiff/index.html">Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic/index.html b/docs/owl-base/Owl_optimise_generic/index.html
index 80ea38e0c..dc8b5382c 100644
--- a/docs/owl-base/Owl_optimise_generic/index.html
+++ b/docs/owl-base/Owl_optimise_generic/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_optimise_generic (owl-base.Owl_optimise_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_optimise_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise_generic</span></code></h1><p>Optimisation engine</p><p>This module provides fundamental supports for Owl's regression and neural network module. The module supports both single and double precision float numbers.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Algodiff/index.html">Algodiff</a> : <a href="../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_optimise_generic (owl-base.Owl_optimise_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_optimise_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise_generic</span></code></h1><p>Optimisation engine</p><p>This module provides fundamental supports for Owl's regression and neural network module. The module supports both single and double precision float numbers.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Algodiff/index.html">Algodiff</a> : <a href="../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/index.html b/docs/owl-base/Owl_optimise_generic_sig/index.html
index 1a3adb4b8..5f981934e 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_optimise_generic_sig (owl-base.Owl_optimise_generic_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_optimise_generic_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise_generic_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_optimise_generic_sig (owl-base.Owl_optimise_generic_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_optimise_generic_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise_generic_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Linalg/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Linalg/index.html
index 49d850e4b..935a077aa 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Linalg/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Mat/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Mat/index.html
index eec9e656d..609f81c31 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Mat/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Scalar/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Scalar/index.html
index 98343b786..e85cabb14 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Scalar/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/index.html
index 03b50d798..c42caa289 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Arr/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Arr/index.html
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/index.html
index c68bd7f70..3da622f0a 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Aiso/index.html
index 3d12a84b1..4183a11a0 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Piso/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Piso/index.html
index 2edb5625f..05e959db8 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Siao/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Siao/index.html
index 7426985b7..07adbbb6c 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Sipo/index.html
index 4777330b2..70a89b817 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Siso/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Siso/index.html
index b179de9b8..5a104f29b 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Sito/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Sito/index.html
index 671557025..1bdbb51c2 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Linalg/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Linalg/index.html
index 863a05b5a..3258a7431 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Linalg/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Mat/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Mat/index.html
index 713b1e92d..1b9cc3165 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Mat/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Maths/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Maths/index.html
index df31a219c..39cb5eb2b 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Maths/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/NN/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/NN/index.html
index 80f4169e4..9d299cd76 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/NN/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl-base.Owl_optimise_generic_sig.Sig.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/index.html
index 529951856..b74f6483b 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Algodiff/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_optimise_generic_sig.Sig.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl-base.Owl_optimise_generic_sig.Sig.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_algodiff_ops_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Batch/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Batch/index.html
index 66d0485d3..93b96bc19 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Batch/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_optimise_generic_sig.Sig.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl-base.Owl_optimise_generic_sig.Sig.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Checkpoint/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Checkpoint/index.html
index e853e0aaa..ad66d93d4 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Checkpoint/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Checkpoint/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_optimise_generic_sig.Sig.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl-base.Owl_optimise_generic_sig.Sig.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Clipping/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Clipping/index.html
index cc52cf5e3..ab5b47aa0 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Clipping/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Clipping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_optimise_generic_sig.Sig.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl-base.Owl_optimise_generic_sig.Sig.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Gradient/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Gradient/index.html
index 9fcd583e3..60c204123 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Gradient/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_optimise_generic_sig.Sig.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl-base.Owl_optimise_generic_sig.Sig.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Learning_Rate/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Learning_Rate/index.html
index c81581803..c7255d749 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Learning_Rate/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Learning_Rate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_optimise_generic_sig.Sig.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl-base.Owl_optimise_generic_sig.Sig.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Loss/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Loss/index.html
index b7a7afa0c..abca2055a 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Loss/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_optimise_generic_sig.Sig.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl-base.Owl_optimise_generic_sig.Sig.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Momentum/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Momentum/index.html
index 17889c25f..fcef77f6f 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Momentum/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Momentum/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_optimise_generic_sig.Sig.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl-base.Owl_optimise_generic_sig.Sig.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Params/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Params/index.html
index 37c0fba7f..9330bdd25 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Params/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_optimise_generic_sig.Sig.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl-base.Owl_optimise_generic_sig.Sig.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Regularisation/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Regularisation/index.html
index b6f2ec46d..01b68b402 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Regularisation/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Regularisation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_optimise_generic_sig.Sig.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl-base.Owl_optimise_generic_sig.Sig.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Stopping/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Stopping/index.html
index 802d3d07b..5583e0509 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Stopping/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Stopping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_optimise_generic_sig.Sig.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl-base.Owl_optimise_generic_sig.Sig.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Utils/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Utils/index.html
index ec2a08a7f..0565a4dc5 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Utils/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_optimise_generic_sig.Sig.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl-base.Owl_optimise_generic_sig.Sig.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_optimise_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/index.html b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/index.html
index c3b89b06c..b1e68801e 100644
--- a/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_optimise_generic_sig/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_optimise_generic_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_optimise_generic_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_optimise_generic_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_optimise_generic_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_optimise_generic_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_optimise_generic_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
@@ -28,4 +28,4 @@
   <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>This function is minimize the weights in a compiled neural network of graph structure.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_pretty/index.html b/docs/owl-base/Owl_pretty/index.html
index 79625ac4c..4031cccec 100644
--- a/docs/owl-base/Owl_pretty/index.html
+++ b/docs/owl-base/Owl_pretty/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_pretty (owl-base.Owl_pretty)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_pretty</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_pretty</span></code></h1><p>Pretty print the n-dimensional array</p></header><nav class="odoc-toc"><ul><li><a href="#ndarray-pretty-printer">Ndarray pretty printer</a></li><li><a href="#dataframe-pretty-printer">Dataframe pretty printer</a></li></ul></nav><div class="odoc-content"><h6 id="ndarray-pretty-printer"><a href="#ndarray-pretty-printer" class="anchor"></a>Ndarray pretty printer</h6><div class="odoc-spec"><div class="spec value anchored" id="val-pp_dsnda"><a href="#val-pp_dsnda" class="anchor"></a><code><span><span class="keyword">val</span> pp_dsnda : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_pretty (owl-base.Owl_pretty)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_pretty</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_pretty</span></code></h1><p>Pretty print the n-dimensional array</p></header><nav class="odoc-toc"><ul><li><a href="#ndarray-pretty-printer">Ndarray pretty printer</a></li><li><a href="#dataframe-pretty-printer">Dataframe pretty printer</a></li></ul></nav><div class="odoc-content"><h6 id="ndarray-pretty-printer"><a href="#ndarray-pretty-printer" class="anchor"></a>Ndarray pretty printer</h6><div class="odoc-spec"><div class="spec value anchored" id="val-pp_dsnda"><a href="#val-pp_dsnda" class="anchor"></a><code><span><span class="keyword">val</span> pp_dsnda : 
   <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p><code>pp_dsnda</code> is the pretty printer for n-dimensional arrays.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dsnda_to_string"><a href="#val-dsnda_to_string" class="anchor"></a><code><span><span class="keyword">val</span> dsnda_to_string : 
diff --git a/docs/owl-base/Owl_types/index.html b/docs/owl-base/Owl_types/index.html
index 1a1985701..a5e6b44ab 100644
--- a/docs/owl-base/Owl_types/index.html
+++ b/docs/owl-base/Owl_types/index.html
@@ -1,3 +1,3 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types (owl-base.Owl_types)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types</span></code></h1><p>This module defines the types shared by various sub-libraries in Owl. Note that they just wrappers, to find the exact module signature, please refer to the definition in the corresponding module.</p></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_types_common/index.html">Owl_types_common</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-number"><a href="#type-number" class="anchor"></a><code><span><span class="keyword">type</span> number</span><span> = <a href="../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span><span> = </span></code><ol><li id="type-number.F32" class="def variant constructor anchored"><a href="#type-number.F32" class="anchor"></a><code><span>| </span><span><span class="constructor">F32</span></span></code></li><li id="type-number.F64" class="def variant constructor anchored"><a href="#type-number.F64" class="anchor"></a><code><span>| </span><span><span class="constructor">F64</span></span></code></li><li id="type-number.C32" class="def variant constructor anchored"><a href="#type-number.C32" class="anchor"></a><code><span>| </span><span><span class="constructor">C32</span></span></code></li><li id="type-number.C64" class="def variant constructor anchored"><a href="#type-number.C64" class="anchor"></a><code><span>| </span><span><span class="constructor">C64</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr"><a href="#type-owl_arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr</span></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types (owl-base.Owl_types)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types</span></code></h1><p>This module defines the types shared by various sub-libraries in Owl. Note that they just wrappers, to find the exact module signature, please refer to the definition in the corresponding module.</p></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_types_common/index.html">Owl_types_common</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-number"><a href="#type-number" class="anchor"></a><code><span><span class="keyword">type</span> number</span><span> = <a href="../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span><span> = </span></code><ol><li id="type-number.F32" class="def variant constructor anchored"><a href="#type-number.F32" class="anchor"></a><code><span>| </span><span><span class="constructor">F32</span></span></code></li><li id="type-number.F64" class="def variant constructor anchored"><a href="#type-number.F64" class="anchor"></a><code><span>| </span><span><span class="constructor">F64</span></span></code></li><li id="type-number.C32" class="def variant constructor anchored"><a href="#type-number.C32" class="anchor"></a><code><span>| </span><span><span class="constructor">C32</span></span></code></li><li id="type-number.C64" class="def variant constructor anchored"><a href="#type-number.C64" class="anchor"></a><code><span>| </span><span><span class="constructor">C64</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr"><a href="#type-owl_arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr</span></span><span> =
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-index"><a href="#type-index" class="anchor"></a><code><span><span class="keyword">type</span> index</span><span> = <a href="../Owl_types_common/index.html#type-index">Owl_types_common.index</a></span><span> = </span></code><ol><li id="type-index.I" class="def variant constructor anchored"><a href="#type-index.I" class="anchor"></a><code><span>| </span><span><span class="constructor">I</span> <span class="keyword">of</span> int</span></code></li><li id="type-index.L" class="def variant constructor anchored"><a href="#type-index.L" class="anchor"></a><code><span>| </span><span><span class="constructor">L</span> <span class="keyword">of</span> <span>int list</span></span></code></li><li id="type-index.R" class="def variant constructor anchored"><a href="#type-index.R" class="anchor"></a><code><span>| </span><span><span class="constructor">R</span> <span class="keyword">of</span> <span>int list</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-slice"><a href="#type-slice" class="anchor"></a><code><span><span class="keyword">type</span> slice</span><span> = <span><a href="#type-index">index</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-index_"><a href="#type-index_" class="anchor"></a><code><span><span class="keyword">type</span> index_</span><span> = <a href="../Owl_types_common/index.html#type-index_">Owl_types_common.index_</a></span><span> = </span></code><ol><li id="type-index_.I_" class="def variant constructor anchored"><a href="#type-index_.I_" class="anchor"></a><code><span>| </span><span><span class="constructor">I_</span> <span class="keyword">of</span> int</span></code></li><li id="type-index_.L_" class="def variant constructor anchored"><a href="#type-index_.L_" class="anchor"></a><code><span>| </span><span><span class="constructor">L_</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-index_.R_" class="def variant constructor anchored"><a href="#type-index_.R_" class="anchor"></a><code><span>| </span><span><span class="constructor">R_</span> <span class="keyword">of</span> <span>int array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-slice_"><a href="#type-slice_" class="anchor"></a><code><span><span class="keyword">type</span> slice_</span><span> = <span><a href="#type-index_">index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-padding"><a href="#type-padding" class="anchor"></a><code><span><span class="keyword">type</span> padding</span><span> = <a href="../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a></span><span> = </span></code><ol><li id="type-padding.SAME" class="def variant constructor anchored"><a href="#type-padding.SAME" class="anchor"></a><code><span>| </span><span><span class="constructor">SAME</span></span></code></li><li id="type-padding.VALID" class="def variant constructor anchored"><a href="#type-padding.VALID" class="anchor"></a><code><span>| </span><span><span class="constructor">VALID</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-device_type"><a href="#type-device_type" class="anchor"></a><code><span><span class="keyword">type</span> device_type</span><span> = <a href="../Owl_types_common/index.html#type-device_type">Owl_types_common.device_type</a></span><span> = </span></code><ol><li id="type-device_type.CPU" class="def variant constructor anchored"><a href="#type-device_type.CPU" class="anchor"></a><code><span>| </span><span><span class="constructor">CPU</span></span></code></li><li id="type-device_type.OpenCL" class="def variant constructor anchored"><a href="#type-device_type.OpenCL" class="anchor"></a><code><span>| </span><span><span class="constructor">OpenCL</span></span></code></li><li id="type-device_type.CUDA" class="def variant constructor anchored"><a href="#type-device_type.CUDA" class="anchor"></a><code><span>| </span><span><span class="constructor">CUDA</span></span></code></li></ol></div></div></details></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Ndarray_Basic"><a href="#module-type-Ndarray_Basic" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Ndarray_Basic/index.html">Ndarray_Basic</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Ndarray_Compare"><a href="#module-type-Ndarray_Compare" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Ndarray_Compare/index.html">Ndarray_Compare</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Ndarray_Mutable"><a href="#module-type-Ndarray_Mutable" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Ndarray_Mutable/index.html">Ndarray_Mutable</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Ndarray_Algodiff"><a href="#module-type-Ndarray_Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Ndarray_Algodiff/index.html">Ndarray_Algodiff</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Ndarray_Numdiff"><a href="#module-type-Ndarray_Numdiff" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Ndarray_Numdiff/index.html">Ndarray_Numdiff</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Stats_Dist"><a href="#module-type-Stats_Dist" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Stats_Dist/index.html">Stats_Dist</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Computation_Device"><a href="#module-type-Computation_Device" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Computation_Device/index.html">Computation_Device</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types/module-type-Computation_Device/A/Linalg/index.html b/docs/owl-base/Owl_types/module-type-Computation_Device/A/Linalg/index.html
index 9d67c7bd7..4a1165b12 100644
--- a/docs/owl-base/Owl_types/module-type-Computation_Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_types/module-type-Computation_Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types.Computation_Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types</a> &#x00BB; <a href="../../index.html">Computation_Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types.Computation_Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types</a> &#x00BB; <a href="../../index.html">Computation_Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types/module-type-Computation_Device/A/Mat/index.html b/docs/owl-base/Owl_types/module-type-Computation_Device/A/Mat/index.html
index 50a9491d5..6ae7543e4 100644
--- a/docs/owl-base/Owl_types/module-type-Computation_Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_types/module-type-Computation_Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types.Computation_Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types</a> &#x00BB; <a href="../../index.html">Computation_Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types.Computation_Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types</a> &#x00BB; <a href="../../index.html">Computation_Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types/module-type-Computation_Device/A/Scalar/index.html b/docs/owl-base/Owl_types/module-type-Computation_Device/A/Scalar/index.html
index f14179107..bdfd04fcb 100644
--- a/docs/owl-base/Owl_types/module-type-Computation_Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_types/module-type-Computation_Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types.Computation_Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types</a> &#x00BB; <a href="../../index.html">Computation_Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types.Computation_Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types</a> &#x00BB; <a href="../../index.html">Computation_Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types/module-type-Computation_Device/A/index.html b/docs/owl-base/Owl_types/module-type-Computation_Device/A/index.html
index e050773ae..35c8aba00 100644
--- a/docs/owl-base/Owl_types/module-type-Computation_Device/A/index.html
+++ b/docs/owl-base/Owl_types/module-type-Computation_Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_types.Computation_Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Computation_Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Computation_Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_types.Computation_Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Computation_Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Computation_Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types/module-type-Computation_Device/index.html b/docs/owl-base/Owl_types/module-type-Computation_Device/index.html
index e0141c698..810840a28 100644
--- a/docs/owl-base/Owl_types/module-type-Computation_Device/index.html
+++ b/docs/owl-base/Owl_types/module-type-Computation_Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Computation_Device (owl-base.Owl_types.Computation_Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Computation_Device</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Computation_Device</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Computation_Device (owl-base.Owl_types.Computation_Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Computation_Device</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Computation_Device</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div></div></body></html>
diff --git a/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Linalg/index.html b/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Linalg/index.html
index 5ef76c66e..529ae9124 100644
--- a/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Linalg/index.html
+++ b/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types.Ndarray_Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types.Ndarray_Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Mat/index.html b/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Mat/index.html
index 791ed5e8f..cbbde88df 100644
--- a/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Mat/index.html
+++ b/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types.Ndarray_Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types.Ndarray_Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Scalar/index.html b/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Scalar/index.html
index 21487760e..3b2a83f35 100644
--- a/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Scalar/index.html
+++ b/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types.Ndarray_Algodiff.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Algodiff</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Algodiff.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types.Ndarray_Algodiff.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Algodiff</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Algodiff.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/index.html b/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/index.html
index e1484e9e6..304ec34f6 100644
--- a/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/index.html
+++ b/docs/owl-base/Owl_types/module-type-Ndarray_Algodiff/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Ndarray_Algodiff (owl-base.Owl_types.Ndarray_Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Ndarray_Algodiff</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Ndarray_Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Ndarray_Algodiff (owl-base.Owl_types.Ndarray_Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Ndarray_Algodiff</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Ndarray_Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Ndarray_Basic (owl-base.Owl_types.Ndarray_Basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Ndarray_Basic</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Ndarray_Basic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Ndarray_Basic (owl-base.Owl_types.Ndarray_Basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Ndarray_Basic</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Ndarray_Basic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types/module-type-Ndarray_Compare/index.html b/docs/owl-base/Owl_types/module-type-Ndarray_Compare/index.html
index e141ee4ce..a8958653a 100644
--- a/docs/owl-base/Owl_types/module-type-Ndarray_Compare/index.html
+++ b/docs/owl-base/Owl_types/module-type-Ndarray_Compare/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Ndarray_Compare (owl-base.Owl_types.Ndarray_Compare)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Ndarray_Compare</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Ndarray_Compare</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_compare/module-type-Sig/index.html">Owl_types_ndarray_compare.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Ndarray_Compare (owl-base.Owl_types.Ndarray_Compare)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Ndarray_Compare</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Ndarray_Compare</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_compare/module-type-Sig/index.html">Owl_types_ndarray_compare.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Linalg/index.html b/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Linalg/index.html
index 17f3f5d5d..c6647dfd5 100644
--- a/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Linalg/index.html
+++ b/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types.Ndarray_Mutable.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Mutable</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Mutable.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types.Ndarray_Mutable.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Mutable</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Mutable.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Mat/index.html b/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Mat/index.html
index 3d1823e55..0fd178509 100644
--- a/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Mat/index.html
+++ b/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types.Ndarray_Mutable.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Mutable</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Mutable.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types.Ndarray_Mutable.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Mutable</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Mutable.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Scalar/index.html b/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Scalar/index.html
index 548ee3eb7..6cd2c40d1 100644
--- a/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Scalar/index.html
+++ b/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types.Ndarray_Mutable.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Mutable</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Mutable.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types.Ndarray_Mutable.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Ndarray_Mutable</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Ndarray_Mutable.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/index.html b/docs/owl-base/Owl_types/module-type-Ndarray_Mutable/index.html
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@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Ndarray_Mutable (owl-base.Owl_types.Ndarray_Mutable)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Ndarray_Mutable</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Ndarray_Mutable</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Ndarray_Mutable (owl-base.Owl_types.Ndarray_Mutable)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Ndarray_Mutable</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Ndarray_Mutable</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
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@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Ndarray_Numdiff (owl-base.Owl_types.Ndarray_Numdiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Ndarray_Numdiff</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Ndarray_Numdiff</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_numdiff/module-type-Sig/index.html">Owl_types_ndarray_numdiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Ndarray_Numdiff (owl-base.Owl_types.Ndarray_Numdiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Ndarray_Numdiff</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Ndarray_Numdiff</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_numdiff/module-type-Sig/index.html">Owl_types_ndarray_numdiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types/module-type-Stats_Dist/Linalg/index.html b/docs/owl-base/Owl_types/module-type-Stats_Dist/Linalg/index.html
index 9f04586fd..f166a5ffc 100644
--- a/docs/owl-base/Owl_types/module-type-Stats_Dist/Linalg/index.html
+++ b/docs/owl-base/Owl_types/module-type-Stats_Dist/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types.Stats_Dist.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Stats_Dist</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Stats_Dist.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types.Stats_Dist.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Stats_Dist</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Stats_Dist.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types/module-type-Stats_Dist/Mat/index.html b/docs/owl-base/Owl_types/module-type-Stats_Dist/Mat/index.html
index 289212245..11da24c67 100644
--- a/docs/owl-base/Owl_types/module-type-Stats_Dist/Mat/index.html
+++ b/docs/owl-base/Owl_types/module-type-Stats_Dist/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types.Stats_Dist.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Stats_Dist</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Stats_Dist.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types.Stats_Dist.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Stats_Dist</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Stats_Dist.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types/module-type-Stats_Dist/Scalar/index.html b/docs/owl-base/Owl_types/module-type-Stats_Dist/Scalar/index.html
index 96a5708c9..c76509fb1 100644
--- a/docs/owl-base/Owl_types/module-type-Stats_Dist/Scalar/index.html
+++ b/docs/owl-base/Owl_types/module-type-Stats_Dist/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types.Stats_Dist.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Stats_Dist</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Stats_Dist.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types.Stats_Dist.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types</a> &#x00BB; <a href="../index.html">Stats_Dist</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Stats_Dist.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types/module-type-Stats_Dist/index.html b/docs/owl-base/Owl_types/module-type-Stats_Dist/index.html
index 4e2061ea7..129773482 100644
--- a/docs/owl-base/Owl_types/module-type-Stats_Dist/index.html
+++ b/docs/owl-base/Owl_types/module-type-Stats_Dist/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stats_Dist (owl-base.Owl_types.Stats_Dist)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Stats_Dist</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Stats_Dist</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_stats_dist/module-type-Sig/index.html">Owl_types_stats_dist.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stats_Dist (owl-base.Owl_types.Stats_Dist)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types</a> &#x00BB; Stats_Dist</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types.Stats_Dist</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_stats_dist/module-type-Sig/index.html">Owl_types_stats_dist.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_common/index.html b/docs/owl-base/Owl_types_common/index.html
index 8334f5271..b0ce19055 100644
--- a/docs/owl-base/Owl_types_common/index.html
+++ b/docs/owl-base/Owl_types_common/index.html
@@ -1,3 +1,3 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_common (owl-base.Owl_types_common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_common</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_common</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-number"><a href="#type-number" class="anchor"></a><code><span><span class="keyword">type</span> number</span><span> = </span></code><ol><li id="type-number.F32" class="def variant constructor anchored"><a href="#type-number.F32" class="anchor"></a><code><span>| </span><span><span class="constructor">F32</span></span></code></li><li id="type-number.F64" class="def variant constructor anchored"><a href="#type-number.F64" class="anchor"></a><code><span>| </span><span><span class="constructor">F64</span></span></code></li><li id="type-number.C32" class="def variant constructor anchored"><a href="#type-number.C32" class="anchor"></a><code><span>| </span><span><span class="constructor">C32</span></span></code></li><li id="type-number.C64" class="def variant constructor anchored"><a href="#type-number.C64" class="anchor"></a><code><span>| </span><span><span class="constructor">C64</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr"><a href="#type-owl_arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr</span></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_common (owl-base.Owl_types_common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_common</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_common</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-number"><a href="#type-number" class="anchor"></a><code><span><span class="keyword">type</span> number</span><span> = </span></code><ol><li id="type-number.F32" class="def variant constructor anchored"><a href="#type-number.F32" class="anchor"></a><code><span>| </span><span><span class="constructor">F32</span></span></code></li><li id="type-number.F64" class="def variant constructor anchored"><a href="#type-number.F64" class="anchor"></a><code><span>| </span><span><span class="constructor">F64</span></span></code></li><li id="type-number.C32" class="def variant constructor anchored"><a href="#type-number.C32" class="anchor"></a><code><span>| </span><span><span class="constructor">C32</span></span></code></li><li id="type-number.C64" class="def variant constructor anchored"><a href="#type-number.C64" class="anchor"></a><code><span>| </span><span><span class="constructor">C64</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr"><a href="#type-owl_arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr</span></span><span> =
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-index"><a href="#type-index" class="anchor"></a><code><span><span class="keyword">type</span> index</span><span> = </span></code><ol><li id="type-index.I" class="def variant constructor anchored"><a href="#type-index.I" class="anchor"></a><code><span>| </span><span><span class="constructor">I</span> <span class="keyword">of</span> int</span></code></li><li id="type-index.L" class="def variant constructor anchored"><a href="#type-index.L" class="anchor"></a><code><span>| </span><span><span class="constructor">L</span> <span class="keyword">of</span> <span>int list</span></span></code></li><li id="type-index.R" class="def variant constructor anchored"><a href="#type-index.R" class="anchor"></a><code><span>| </span><span><span class="constructor">R</span> <span class="keyword">of</span> <span>int list</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-slice"><a href="#type-slice" class="anchor"></a><code><span><span class="keyword">type</span> slice</span><span> = <span><a href="#type-index">index</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-index_"><a href="#type-index_" class="anchor"></a><code><span><span class="keyword">type</span> index_</span><span> = </span></code><ol><li id="type-index_.I_" class="def variant constructor anchored"><a href="#type-index_.I_" class="anchor"></a><code><span>| </span><span><span class="constructor">I_</span> <span class="keyword">of</span> int</span></code></li><li id="type-index_.L_" class="def variant constructor anchored"><a href="#type-index_.L_" class="anchor"></a><code><span>| </span><span><span class="constructor">L_</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-index_.R_" class="def variant constructor anchored"><a href="#type-index_.R_" class="anchor"></a><code><span>| </span><span><span class="constructor">R_</span> <span class="keyword">of</span> <span>int array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-slice_"><a href="#type-slice_" class="anchor"></a><code><span><span class="keyword">type</span> slice_</span><span> = <span><a href="#type-index_">index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-padding"><a href="#type-padding" class="anchor"></a><code><span><span class="keyword">type</span> padding</span><span> = </span></code><ol><li id="type-padding.SAME" class="def variant constructor anchored"><a href="#type-padding.SAME" class="anchor"></a><code><span>| </span><span><span class="constructor">SAME</span></span></code></li><li id="type-padding.VALID" class="def variant constructor anchored"><a href="#type-padding.VALID" class="anchor"></a><code><span>| </span><span><span class="constructor">VALID</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-device_type"><a href="#type-device_type" class="anchor"></a><code><span><span class="keyword">type</span> device_type</span><span> = </span></code><ol><li id="type-device_type.CPU" class="def variant constructor anchored"><a href="#type-device_type.CPU" class="anchor"></a><code><span>| </span><span><span class="constructor">CPU</span></span></code></li><li id="type-device_type.OpenCL" class="def variant constructor anchored"><a href="#type-device_type.OpenCL" class="anchor"></a><code><span>| </span><span><span class="constructor">OpenCL</span></span></code></li><li id="type-device_type.CUDA" class="def variant constructor anchored"><a href="#type-device_type.CUDA" class="anchor"></a><code><span>| </span><span><span class="constructor">CUDA</span></span></code></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_device/index.html b/docs/owl-base/Owl_types_computation_device/index.html
index 44d47c2f2..1b3d316ad 100644
--- a/docs/owl-base/Owl_types_computation_device/index.html
+++ b/docs/owl-base/Owl_types_computation_device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_computation_device (owl-base.Owl_types_computation_device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_computation_device</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_computation_device</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_computation_device (owl-base.Owl_types_computation_device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_computation_device</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_computation_device</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Linalg/index.html b/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Linalg/index.html
index b60ada8c9..521b9a4f1 100644
--- a/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Linalg/index.html
+++ b/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_computation_device.Sig.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types_computation_device</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_computation_device.Sig.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types_computation_device</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Mat/index.html b/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Mat/index.html
index a70925e29..0be3fe247 100644
--- a/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Mat/index.html
+++ b/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_computation_device.Sig.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types_computation_device</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_computation_device.Sig.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types_computation_device</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Scalar/index.html b/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Scalar/index.html
index 77a2366ef..bab12f179 100644
--- a/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Scalar/index.html
+++ b/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_computation_device.Sig.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types_computation_device</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_computation_device.Sig.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types_computation_device</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/index.html b/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/index.html
index b06736a6d..ff174e7ce 100644
--- a/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/index.html
+++ b/docs/owl-base/Owl_types_computation_device/module-type-Sig/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_types_computation_device.Sig.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_computation_device</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_types_computation_device.Sig.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_computation_device</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_computation_device/module-type-Sig/index.html b/docs/owl-base/Owl_types_computation_device/module-type-Sig/index.html
index 25a4b494a..40cf53df6 100644
--- a/docs/owl-base/Owl_types_computation_device/module-type-Sig/index.html
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_computation_device.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_computation_device</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_computation_device.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_computation_device.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_computation_device</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_computation_device.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/index.html b/docs/owl-base/Owl_types_computation_engine/index.html
index 9b38918af..14586ba48 100644
--- a/docs/owl-base/Owl_types_computation_engine/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_computation_engine (owl-base.Owl_types_computation_engine)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_computation_engine</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_computation_engine</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_computation_engine (owl-base.Owl_types_computation_engine)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_computation_engine</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_computation_engine</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Linalg/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Linalg/index.html
index 4ba873254..1d46fb079 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Linalg/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Linalg/index.html
@@ -1,33 +1,33 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>inv a</code> computes the inverse of the matrix <code>a</code>. Returns a new array representing the inverse matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>logdet a</code> computes the natural logarithm of the determinant of the matrix <code>a</code>. Returns the logarithm of the determinant as a scalar.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>chol ?upper a</code> performs the Cholesky decomposition of the positive-definite matrix <code>a</code>.</p><ul><li><code>upper</code> specifies whether to return the upper or lower triangular matrix. If <code>upper</code> is true, returns the upper triangular matrix, otherwise the lower triangular matrix. Returns a new array representing the Cholesky factor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>qr a</code> performs the QR decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (Q, R), where <code>Q</code> is an orthogonal matrix and <code>R</code> is an upper triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lq a</code> performs the LQ decomposition of the matrix <code>a</code>. Returns a tuple of two arrays (L, Q), where <code>L</code> is a lower triangular matrix and <code>Q</code> is an orthogonal matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>svd ?thin a</code> performs the Singular Value Decomposition (SVD) of the matrix <code>a</code>.</p><ul><li><code>thin</code> specifies whether to return the reduced form of the SVD. Returns a tuple of three arrays (U, S, V), where <code>U</code> and <code>V</code> are orthogonal matrices, and <code>S</code> is a diagonal matrix containing the singular values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves the Sylvester equation A*X + X*B = C for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : 
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves the continuous Lyapunov equation A*X + X*A^T = Q for the unknown matrix X. Returns a new array representing the solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov ?solver a q</code> solves the discrete Lyapunov equation A*X*A^T - X + Q = 0 for the unknown matrix X.</p><ul><li><code>solver</code> specifies the method to use: `default`, `bilinear`, or `direct`. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>linsolve ?trans ?typ a b</code> solves the linear system A*X = B for the unknown matrix X.</p><ul><li><code>trans</code> specifies whether to transpose the matrix A.</li><li><code>typ</code> specifies the type of matrix A: `n` for normal, `u` for upper triangular, and `l` for lower triangular. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the Continuous-time Algebraic Riccati Equation (CARE) A*X + X*A^T - X*B*R^-1*B^T*X + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the Discrete-time Algebraic Riccati Equation (DARE) A*X*A^T - X - (A*X*B^T)*inv(B*X*B^T + R)*(A*X*B^T)^T + Q = 0 for the unknown matrix X.</p><ul><li><code>diag_r</code> if true, <code>R</code> is assumed to be diagonal. Returns a new array representing the solution matrix X.</li></ul></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Mat/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Mat/index.html
index 75cbcfacc..db3b33803 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Mat/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>eye n</code> creates an <code>n</code> x <code>n</code> identity matrix, where all the elements on the main diagonal are 1, and all other elements are 0. Returns a new array representing the identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diagm ?k v</code> creates a diagonal matrix from the array <code>v</code>.</p><ul><li><code>k</code> specifies the diagonal to fill. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array representing the diagonal matrix.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>triu ?k a</code> returns the upper triangular part of the array <code>a</code>, with elements below the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the upper triangular part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tril ?k a</code> returns the lower triangular part of the array <code>a</code>, with elements above the k-th diagonal zeroed. The main diagonal is 0, positive values refer to diagonals above the main, and negative values refer to diagonals below the main. Returns a new array with the lower triangular part.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Scalar/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Scalar/index.html
index f21f82748..2d0107ae1 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Scalar/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Scalar/index.html
@@ -1,20 +1,20 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>add a b</code> returns the sum of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> returns the difference of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> returns the product of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>div a b</code> returns the quotient of the scalars <code>a</code> and <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>pow a b</code> returns the scalar <code>a</code> raised to the power of <code>b</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns the arctangent of <code>y / x</code>, considering the signs of <code>x</code> and <code>y</code> to determine the correct quadrant.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>abs a</code> returns the absolute value of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>neg a</code> returns the negation of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqr a</code> returns the square of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sqrt a</code> returns the square root of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>exp a</code> returns the exponential of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log a</code> returns the natural logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log2 a</code> returns the base-2 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log10 a</code> returns the base-10 logarithm of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>signum a</code> returns the signum function of the scalar <code>a</code>, which is -1 for negative, 0 for zero, and 1 for positive values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>floor a</code> returns the greatest integer less than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>ceil a</code> returns the smallest integer greater than or equal to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>round a</code> returns the nearest integer to the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sin a</code> returns the sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cos a</code> returns the cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tan a</code> returns the tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sinh a</code> returns the hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>cosh a</code> returns the hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>tanh a</code> returns the hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asin a</code> returns the arcsine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acos a</code> returns the arccosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atan a</code> returns the arctangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>asinh a</code> returns the inverse hyperbolic sine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>acosh a</code> returns the inverse hyperbolic cosine of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>atanh a</code> returns the inverse hyperbolic tangent of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>relu a</code> applies the Rectified Linear Unit (ReLU) function to the scalar <code>a</code>, returning <code>max(0, a)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>dawsn a</code> returns Dawson's function of the scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sigmoid a</code> returns the sigmoid function of the scalar <code>a</code>.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
index 065ea240b..c41ba441b 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
index 6af83f657..1874e4f61 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
index c70b67a84..c6593e470 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../../index.html">Symbol</a> &#x00BB; <a href="../../../../index.html">Shape</a> &#x00BB; <a href="../../../index.html">Type</a> &#x00BB; <a href="../../index.html">Device</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
index f1c401bc3..328877eaa 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../../index.html">Operator</a> &#x00BB; <a href="../../../../index.html">Symbol</a> &#x00BB; <a href="../../../index.html">Shape</a> &#x00BB; <a href="../../index.html">Type</a> &#x00BB; <a href="../index.html">Device</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Device.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../../../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
index 4ce43854e..bbca23023 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/Device/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Device (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type.Device)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../../index.html">Operator</a> &#x00BB; <a href="../../../index.html">Symbol</a> &#x00BB; <a href="../../index.html">Shape</a> &#x00BB; <a href="../index.html">Type</a> &#x00BB; Device</nav><header class="odoc-preamble"><h1>Module <code><span>Type.Device</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../../../../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-device"><a href="#type-device" class="anchor"></a><code><span><span class="keyword">type</span> device</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-value"><a href="#type-value" class="anchor"></a><code><span><span class="keyword">type</span> value</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make_device"><a href="#val-make_device" class="anchor"></a><code><span><span class="keyword">val</span> make_device : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-device">device</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_value"><a href="#val-arr_to_value" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_value : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_arr"><a href="#val-value_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> value_to_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_value"><a href="#val-elt_to_value" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_value : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-value">value</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_elt"><a href="#val-value_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> value_to_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-value_to_float"><a href="#val-value_to_float" class="anchor"></a><code><span><span class="keyword">val</span> value_to_float : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_elt"><a href="#val-is_elt" class="anchor"></a><code><span><span class="keyword">val</span> is_elt : <span><a href="#type-value">value</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
index 0a977fdcc..8a1d185e7 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/Type/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Type (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape.Type)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Optimiser</a> &#x00BB; <a href="../../../index.html">Operator</a> &#x00BB; <a href="../../index.html">Symbol</a> &#x00BB; <a href="../index.html">Shape</a> &#x00BB; Type</nav><header class="odoc-preamble"><h1>Module <code><span>Shape.Type</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Device"><a href="#module-Device" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Device/index.html">Device</a></span><span> : <a href="../../../../../../../../Owl_types_computation_device/module-type-Sig/index.html">Owl_types_computation_device.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span></code><ol><li id="type-state.Valid" class="def variant constructor anchored"><a href="#type-state.Valid" class="anchor"></a><code><span>| </span><span><span class="constructor">Valid</span></span></code></li><li id="type-state.Invalid" class="def variant constructor anchored"><a href="#type-state.Invalid" class="anchor"></a><code><span>| </span><span><span class="constructor">Invalid</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <span><a href="#type-attr">attr</a> <a href="../../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-block"><a href="#type-block" class="anchor"></a><code><span><span class="keyword">and</span> block</span><span> = </span><span>{</span></code><ol><li id="type-block.size" class="def record field anchored"><a href="#type-block.size" class="anchor"></a><code><span>size : int;</span></code></li><li id="type-block.block_id" class="def record field anchored"><a href="#type-block.block_id" class="anchor"></a><code><span>block_id : int;</span></code></li><li id="type-block.active" class="def record field anchored"><a href="#type-block.active" class="anchor"></a><code><span><span class="keyword">mutable</span> active : <span><a href="#type-t">t</a> option</span>;</span></code></li><li id="type-block.memory" class="def record field anchored"><a href="#type-block.memory" class="anchor"></a><code><span><span class="keyword">mutable</span> memory : <a href="Device/index.html#type-value">Device.value</a>;</span></code></li><li id="type-block.nodes" class="def record field anchored"><a href="#type-block.nodes" class="anchor"></a><code><span><span class="keyword">mutable</span> nodes : <span><a href="#type-t">t</a> list</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p><code>block</code> type keeps a reference to a block of memory and to the nodes sharing that block.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-attr"><a href="#type-attr" class="anchor"></a><code><span><span class="keyword">and</span> attr</span><span> = </span><span>{</span></code><ol><li id="type-attr.op" class="def record field anchored"><a href="#type-attr.op" class="anchor"></a><code><span><span class="keyword">mutable</span> op : <a href="#type-op">op</a>;</span></code></li><li id="type-attr.freeze" class="def record field anchored"><a href="#type-attr.freeze" class="anchor"></a><code><span><span class="keyword">mutable</span> freeze : bool;</span></code></li><li id="type-attr.reuse" class="def record field anchored"><a href="#type-attr.reuse" class="anchor"></a><code><span><span class="keyword">mutable</span> reuse : bool;</span></code></li><li id="type-attr.state" class="def record field anchored"><a href="#type-attr.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <a href="#type-state">state</a>;</span></code></li><li id="type-attr.shape" class="def record field anchored"><a href="#type-attr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span><span><span>int array</span> option</span> array</span>;</span></code></li><li id="type-attr.value" class="def record field anchored"><a href="#type-attr.value" class="anchor"></a><code><span><span class="keyword">mutable</span> value : <span><a href="Device/index.html#type-value">Device.value</a> array</span>;</span></code></li><li id="type-attr.block" class="def record field anchored"><a href="#type-attr.block" class="anchor"></a><code><span><span class="keyword">mutable</span> block : <span><span><a href="#type-block">block</a> array</span> option</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">and</span> arr</span><span> = </span></code><ol><li id="type-arr.Arr" class="def variant constructor anchored"><a href="#type-arr.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">and</span> elt</span><span> = </span></code><ol><li id="type-elt.Elt" class="def variant constructor anchored"><a href="#type-elt.Elt" class="anchor"></a><code><span>| </span><span><span class="constructor">Elt</span> <span class="keyword">of</span> <a href="#type-t">t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = </span></code><ol><li id="type-op.Noop" class="def variant constructor anchored"><a href="#type-op.Noop" class="anchor"></a><code><span>| </span><span><span class="constructor">Noop</span></span></code></li><li id="type-op.Var" class="def variant constructor anchored"><a href="#type-op.Var" class="anchor"></a><code><span>| </span><span><span class="constructor">Var</span></span></code></li><li id="type-op.Const" class="def variant constructor anchored"><a href="#type-op.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span></span></code></li><li id="type-op.Empty" class="def variant constructor anchored"><a href="#type-op.Empty" class="anchor"></a><code><span>| </span><span><span class="constructor">Empty</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Zeros" class="def variant constructor anchored"><a href="#type-op.Zeros" class="anchor"></a><code><span>| </span><span><span class="constructor">Zeros</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Ones" class="def variant constructor anchored"><a href="#type-op.Ones" class="anchor"></a><code><span>| </span><span><span class="constructor">Ones</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Create" class="def variant constructor anchored"><a href="#type-op.Create" class="anchor"></a><code><span>| </span><span><span class="constructor">Create</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Sequential" class="def variant constructor anchored"><a href="#type-op.Sequential" class="anchor"></a><code><span>| </span><span><span class="constructor">Sequential</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Uniform" class="def variant constructor anchored"><a href="#type-op.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Gaussian" class="def variant constructor anchored"><a href="#type-op.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Bernoulli" class="def variant constructor anchored"><a href="#type-op.Bernoulli" class="anchor"></a><code><span>| </span><span><span class="constructor">Bernoulli</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Init" class="def variant constructor anchored"><a href="#type-op.Init" class="anchor"></a><code><span>| </span><span><span class="constructor">Init</span> <span class="keyword">of</span> <span>int array</span> * <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Get" class="def variant constructor anchored"><a href="#type-op.Get" class="anchor"></a><code><span>| </span><span><span class="constructor">Get</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Set" class="def variant constructor anchored"><a href="#type-op.Set" class="anchor"></a><code><span>| </span><span><span class="constructor">Set</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.GetSlice" class="def variant constructor anchored"><a href="#type-op.GetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">GetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.SetSlice" class="def variant constructor anchored"><a href="#type-op.SetSlice" class="anchor"></a><code><span>| </span><span><span class="constructor">SetSlice</span> <span class="keyword">of</span> <span><span>int list</span> list</span></span></code></li><li id="type-op.GetFancy" class="def variant constructor anchored"><a href="#type-op.GetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">GetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.SetFancy" class="def variant constructor anchored"><a href="#type-op.SetFancy" class="anchor"></a><code><span>| </span><span><span class="constructor">SetFancy</span> <span class="keyword">of</span> <span><a href="../../../../../../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span></span></code></li><li id="type-op.Copy" class="def variant constructor anchored"><a href="#type-op.Copy" class="anchor"></a><code><span>| </span><span><span class="constructor">Copy</span></span></code></li><li id="type-op.Reset" class="def variant constructor anchored"><a href="#type-op.Reset" class="anchor"></a><code><span>| </span><span><span class="constructor">Reset</span></span></code></li><li id="type-op.Reshape" class="def variant constructor anchored"><a href="#type-op.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Reverse" class="def variant constructor anchored"><a href="#type-op.Reverse" class="anchor"></a><code><span>| </span><span><span class="constructor">Reverse</span></span></code></li><li id="type-op.Tile" class="def variant constructor anchored"><a href="#type-op.Tile" class="anchor"></a><code><span>| </span><span><span class="constructor">Tile</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Repeat" class="def variant constructor anchored"><a href="#type-op.Repeat" class="anchor"></a><code><span>| </span><span><span class="constructor">Repeat</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Pad" class="def variant constructor anchored"><a href="#type-op.Pad" class="anchor"></a><code><span>| </span><span><span class="constructor">Pad</span> <span class="keyword">of</span> <a href="#type-elt">elt</a> * <span><span>int list</span> list</span></span></code></li><li id="type-op.Concatenate" class="def variant constructor anchored"><a href="#type-op.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Stack" class="def variant constructor anchored"><a href="#type-op.Stack" class="anchor"></a><code><span>| </span><span><span class="constructor">Stack</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.Split" class="def variant constructor anchored"><a href="#type-op.Split" class="anchor"></a><code><span>| </span><span><span class="constructor">Split</span> <span class="keyword">of</span> int * <span>int array</span></span></code></li><li id="type-op.Draw" class="def variant constructor anchored"><a href="#type-op.Draw" class="anchor"></a><code><span>| </span><span><span class="constructor">Draw</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-op.Map" class="def variant constructor anchored"><a href="#type-op.Map" class="anchor"></a><code><span>| </span><span><span class="constructor">Map</span> <span class="keyword">of</span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Fold" class="def variant constructor anchored"><a href="#type-op.Fold" class="anchor"></a><code><span>| </span><span><span class="constructor">Fold</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.Scan" class="def variant constructor anchored"><a href="#type-op.Scan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scan</span> <span class="keyword">of</span> int * <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></li><li id="type-op.OneHot" class="def variant constructor anchored"><a href="#type-op.OneHot" class="anchor"></a><code><span>| </span><span><span class="constructor">OneHot</span> <span class="keyword">of</span> int</span></code></li><li id="type-op.OfArray" class="def variant constructor anchored"><a href="#type-op.OfArray" class="anchor"></a><code><span>| </span><span><span class="constructor">OfArray</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Delay" class="def variant constructor anchored"><a href="#type-op.Delay" class="anchor"></a><code><span>| </span><span><span class="constructor">Delay</span> <span class="keyword">of</span> <span><a href="Device/A/index.html#type-arr">Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.DelayArray" class="def variant constructor anchored"><a href="#type-op.DelayArray" class="anchor"></a><code><span>| </span><span><span class="constructor">DelayArray</span> <span class="keyword">of</span> <span>int array</span> * <span><span><a href="Device/A/index.html#type-arr">Device.A.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Device/A/index.html#type-arr">Device.A.arr</a></span></code></li><li id="type-op.LazyPrint" class="def variant constructor anchored"><a href="#type-op.LazyPrint" class="anchor"></a><code><span>| </span><span><span class="constructor">LazyPrint</span> <span class="keyword">of</span> <span>int option</span>
   * <span>int option</span>
   * <span>bool option</span>
   * <span><span>(<span><a href="Device/A/index.html#type-elt">Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> option</span></span></code></li><li id="type-op.Abs" class="def variant constructor anchored"><a href="#type-op.Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Abs</span></span></code></li><li id="type-op.Neg" class="def variant constructor anchored"><a href="#type-op.Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Neg</span></span></code></li><li id="type-op.Floor" class="def variant constructor anchored"><a href="#type-op.Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Floor</span></span></code></li><li id="type-op.Ceil" class="def variant constructor anchored"><a href="#type-op.Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Ceil</span></span></code></li><li id="type-op.Round" class="def variant constructor anchored"><a href="#type-op.Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Round</span></span></code></li><li id="type-op.Sqr" class="def variant constructor anchored"><a href="#type-op.Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqr</span></span></code></li><li id="type-op.Sqrt" class="def variant constructor anchored"><a href="#type-op.Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Sqrt</span></span></code></li><li id="type-op.Log" class="def variant constructor anchored"><a href="#type-op.Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Log</span></span></code></li><li id="type-op.Log2" class="def variant constructor anchored"><a href="#type-op.Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Log2</span></span></code></li><li id="type-op.Log10" class="def variant constructor anchored"><a href="#type-op.Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Log10</span></span></code></li><li id="type-op.Exp" class="def variant constructor anchored"><a href="#type-op.Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp</span></span></code></li><li id="type-op.Sin" class="def variant constructor anchored"><a href="#type-op.Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Sin</span></span></code></li><li id="type-op.Cos" class="def variant constructor anchored"><a href="#type-op.Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Cos</span></span></code></li><li id="type-op.Tan" class="def variant constructor anchored"><a href="#type-op.Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Tan</span></span></code></li><li id="type-op.Sinh" class="def variant constructor anchored"><a href="#type-op.Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Sinh</span></span></code></li><li id="type-op.Cosh" class="def variant constructor anchored"><a href="#type-op.Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosh</span></span></code></li><li id="type-op.Tanh" class="def variant constructor anchored"><a href="#type-op.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-op.Asin" class="def variant constructor anchored"><a href="#type-op.Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Asin</span></span></code></li><li id="type-op.Acos" class="def variant constructor anchored"><a href="#type-op.Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Acos</span></span></code></li><li id="type-op.Atan" class="def variant constructor anchored"><a href="#type-op.Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan</span></span></code></li><li id="type-op.Asinh" class="def variant constructor anchored"><a href="#type-op.Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Asinh</span></span></code></li><li id="type-op.Acosh" class="def variant constructor anchored"><a href="#type-op.Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Acosh</span></span></code></li><li id="type-op.Atanh" class="def variant constructor anchored"><a href="#type-op.Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Atanh</span></span></code></li><li id="type-op.Min" class="def variant constructor anchored"><a href="#type-op.Min" class="anchor"></a><code><span>| </span><span><span class="constructor">Min</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Max" class="def variant constructor anchored"><a href="#type-op.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.Sum" class="def variant constructor anchored"><a href="#type-op.Sum" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.SumReduce" class="def variant constructor anchored"><a href="#type-op.SumReduce" class="anchor"></a><code><span>| </span><span><span class="constructor">SumReduce</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Signum" class="def variant constructor anchored"><a href="#type-op.Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Signum</span></span></code></li><li id="type-op.Sigmoid" class="def variant constructor anchored"><a href="#type-op.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-op.Relu" class="def variant constructor anchored"><a href="#type-op.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-op.Dawsn" class="def variant constructor anchored"><a href="#type-op.Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Dawsn</span></span></code></li><li id="type-op.Min'" class="def variant constructor anchored"><a href="#type-op.Min'" class="anchor"></a><code><span>| </span><span><span class="constructor">Min'</span></span></code></li><li id="type-op.Max'" class="def variant constructor anchored"><a href="#type-op.Max'" class="anchor"></a><code><span>| </span><span><span class="constructor">Max'</span></span></code></li><li id="type-op.Sum'" class="def variant constructor anchored"><a href="#type-op.Sum'" class="anchor"></a><code><span>| </span><span><span class="constructor">Sum'</span></span></code></li><li id="type-op.LogSumExp'" class="def variant constructor anchored"><a href="#type-op.LogSumExp'" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp'</span></span></code></li><li id="type-op.LogSumExp" class="def variant constructor anchored"><a href="#type-op.LogSumExp" class="anchor"></a><code><span>| </span><span><span class="constructor">LogSumExp</span> <span class="keyword">of</span> bool * int</span></code></li><li id="type-op.L1norm'" class="def variant constructor anchored"><a href="#type-op.L1norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm'</span></span></code></li><li id="type-op.L2norm'" class="def variant constructor anchored"><a href="#type-op.L2norm'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm'</span></span></code></li><li id="type-op.L2NormSqr'" class="def variant constructor anchored"><a href="#type-op.L2NormSqr'" class="anchor"></a><code><span>| </span><span><span class="constructor">L2NormSqr'</span></span></code></li><li id="type-op.ClipByValue" class="def variant constructor anchored"><a href="#type-op.ClipByValue" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByValue</span></span></code></li><li id="type-op.ClipByL2norm" class="def variant constructor anchored"><a href="#type-op.ClipByL2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">ClipByL2norm</span></span></code></li><li id="type-op.Pow" class="def variant constructor anchored"><a href="#type-op.Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Pow</span></span></code></li><li id="type-op.ScalarPow" class="def variant constructor anchored"><a href="#type-op.ScalarPow" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarPow</span></span></code></li><li id="type-op.PowScalar" class="def variant constructor anchored"><a href="#type-op.PowScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">PowScalar</span></span></code></li><li id="type-op.Atan2" class="def variant constructor anchored"><a href="#type-op.Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2</span></span></code></li><li id="type-op.ScalarAtan2" class="def variant constructor anchored"><a href="#type-op.ScalarAtan2" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAtan2</span></span></code></li><li id="type-op.Atan2Scalar" class="def variant constructor anchored"><a href="#type-op.Atan2Scalar" class="anchor"></a><code><span>| </span><span><span class="constructor">Atan2Scalar</span></span></code></li><li id="type-op.Hypot" class="def variant constructor anchored"><a href="#type-op.Hypot" class="anchor"></a><code><span>| </span><span><span class="constructor">Hypot</span></span></code></li><li id="type-op.Min2" class="def variant constructor anchored"><a href="#type-op.Min2" class="anchor"></a><code><span>| </span><span><span class="constructor">Min2</span></span></code></li><li id="type-op.Max2" class="def variant constructor anchored"><a href="#type-op.Max2" class="anchor"></a><code><span>| </span><span><span class="constructor">Max2</span></span></code></li><li id="type-op.Add" class="def variant constructor anchored"><a href="#type-op.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span></span></code></li><li id="type-op.Sub" class="def variant constructor anchored"><a href="#type-op.Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Sub</span></span></code></li><li id="type-op.Mul" class="def variant constructor anchored"><a href="#type-op.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span></span></code></li><li id="type-op.Div" class="def variant constructor anchored"><a href="#type-op.Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Div</span></span></code></li><li id="type-op.AddScalar" class="def variant constructor anchored"><a href="#type-op.AddScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">AddScalar</span></span></code></li><li id="type-op.SubScalar" class="def variant constructor anchored"><a href="#type-op.SubScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">SubScalar</span></span></code></li><li id="type-op.MulScalar" class="def variant constructor anchored"><a href="#type-op.MulScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">MulScalar</span></span></code></li><li id="type-op.DivScalar" class="def variant constructor anchored"><a href="#type-op.DivScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">DivScalar</span></span></code></li><li id="type-op.ScalarAdd" class="def variant constructor anchored"><a href="#type-op.ScalarAdd" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarAdd</span></span></code></li><li id="type-op.ScalarSub" class="def variant constructor anchored"><a href="#type-op.ScalarSub" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarSub</span></span></code></li><li id="type-op.ScalarMul" class="def variant constructor anchored"><a href="#type-op.ScalarMul" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarMul</span></span></code></li><li id="type-op.ScalarDiv" class="def variant constructor anchored"><a href="#type-op.ScalarDiv" class="anchor"></a><code><span>| </span><span><span class="constructor">ScalarDiv</span></span></code></li><li id="type-op.FMA" class="def variant constructor anchored"><a href="#type-op.FMA" class="anchor"></a><code><span>| </span><span><span class="constructor">FMA</span></span></code></li><li id="type-op.EltEqual" class="def variant constructor anchored"><a href="#type-op.EltEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqual</span></span></code></li><li id="type-op.EltNotEqual" class="def variant constructor anchored"><a href="#type-op.EltNotEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqual</span></span></code></li><li id="type-op.EltLess" class="def variant constructor anchored"><a href="#type-op.EltLess" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLess</span></span></code></li><li id="type-op.EltGreater" class="def variant constructor anchored"><a href="#type-op.EltGreater" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreater</span></span></code></li><li id="type-op.EltLessEqual" class="def variant constructor anchored"><a href="#type-op.EltLessEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqual</span></span></code></li><li id="type-op.EltGreaterEqual" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqual" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqual</span></span></code></li><li id="type-op.EltEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltEqualScalar</span></span></code></li><li id="type-op.EltNotEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltNotEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltNotEqualScalar</span></span></code></li><li id="type-op.EltLessScalar" class="def variant constructor anchored"><a href="#type-op.EltLessScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessScalar</span></span></code></li><li id="type-op.EltGreaterScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterScalar</span></span></code></li><li id="type-op.EltLessEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltLessEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltLessEqualScalar</span></span></code></li><li id="type-op.EltGreaterEqualScalar" class="def variant constructor anchored"><a href="#type-op.EltGreaterEqualScalar" class="anchor"></a><code><span>| </span><span><span class="constructor">EltGreaterEqualScalar</span></span></code></li><li id="type-op.Conv1d" class="def variant constructor anchored"><a href="#type-op.Conv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv2d" class="def variant constructor anchored"><a href="#type-op.Conv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.Conv3d" class="def variant constructor anchored"><a href="#type-op.Conv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv1d" class="def variant constructor anchored"><a href="#type-op.TransposeConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv2d" class="def variant constructor anchored"><a href="#type-op.TransposeConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.TransposeConv3d" class="def variant constructor anchored"><a href="#type-op.TransposeConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1d" class="def variant constructor anchored"><a href="#type-op.DilatedConv1d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2d" class="def variant constructor anchored"><a href="#type-op.DilatedConv2d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3d" class="def variant constructor anchored"><a href="#type-op.DilatedConv3d" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1d" class="def variant constructor anchored"><a href="#type-op.MaxPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2d" class="def variant constructor anchored"><a href="#type-op.MaxPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3d" class="def variant constructor anchored"><a href="#type-op.MaxPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1d" class="def variant constructor anchored"><a href="#type-op.AvgPool1d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2d" class="def variant constructor anchored"><a href="#type-op.AvgPool2d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3d" class="def variant constructor anchored"><a href="#type-op.AvgPool3d" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3d</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2d" class="def variant constructor anchored"><a href="#type-op.UpSampling2d" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2d</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.Conv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.Conv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.TransposeConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.TransposeConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv1dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv1dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv2dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv2dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardInput" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardInput" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardInput</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.DilatedConv3dBackwardKernel" class="def variant constructor anchored"><a href="#type-op.DilatedConv3dBackwardKernel" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3dBackwardKernel</span> <span class="keyword">of</span> <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool1dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool2dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.MaxPool3dBackward" class="def variant constructor anchored"><a href="#type-op.MaxPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool1dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool1dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool2dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.AvgPool3dBackward" class="def variant constructor anchored"><a href="#type-op.AvgPool3dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool3dBackward</span> <span class="keyword">of</span> <a href="../../../../../../../../Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> * <span>int array</span> * <span>int array</span></span></code></li><li id="type-op.UpSampling2dBackward" class="def variant constructor anchored"><a href="#type-op.UpSampling2dBackward" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2dBackward</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.RowNum" class="def variant constructor anchored"><a href="#type-op.RowNum" class="anchor"></a><code><span>| </span><span><span class="constructor">RowNum</span></span></code></li><li id="type-op.ColNum" class="def variant constructor anchored"><a href="#type-op.ColNum" class="anchor"></a><code><span>| </span><span><span class="constructor">ColNum</span></span></code></li><li id="type-op.Row" class="def variant constructor anchored"><a href="#type-op.Row" class="anchor"></a><code><span>| </span><span><span class="constructor">Row</span></span></code></li><li id="type-op.Rows" class="def variant constructor anchored"><a href="#type-op.Rows" class="anchor"></a><code><span>| </span><span><span class="constructor">Rows</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.CopyRowTo" class="def variant constructor anchored"><a href="#type-op.CopyRowTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyRowTo</span></span></code></li><li id="type-op.CopyColTo" class="def variant constructor anchored"><a href="#type-op.CopyColTo" class="anchor"></a><code><span>| </span><span><span class="constructor">CopyColTo</span></span></code></li><li id="type-op.Dot" class="def variant constructor anchored"><a href="#type-op.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> bool * bool * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></li><li id="type-op.Inv" class="def variant constructor anchored"><a href="#type-op.Inv" class="anchor"></a><code><span>| </span><span><span class="constructor">Inv</span></span></code></li><li id="type-op.Trace" class="def variant constructor anchored"><a href="#type-op.Trace" class="anchor"></a><code><span>| </span><span><span class="constructor">Trace</span></span></code></li><li id="type-op.Transpose" class="def variant constructor anchored"><a href="#type-op.Transpose" class="anchor"></a><code><span>| </span><span><span class="constructor">Transpose</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-op.ToRows" class="def variant constructor anchored"><a href="#type-op.ToRows" class="anchor"></a><code><span>| </span><span><span class="constructor">ToRows</span></span></code></li><li id="type-op.OfRows" class="def variant constructor anchored"><a href="#type-op.OfRows" class="anchor"></a><code><span>| </span><span><span class="constructor">OfRows</span></span></code></li><li id="type-op.Scalar_Add" class="def variant constructor anchored"><a href="#type-op.Scalar_Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Add</span></span></code></li><li id="type-op.Scalar_Sub" class="def variant constructor anchored"><a href="#type-op.Scalar_Sub" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sub</span></span></code></li><li id="type-op.Scalar_Mul" class="def variant constructor anchored"><a href="#type-op.Scalar_Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Mul</span></span></code></li><li id="type-op.Scalar_Div" class="def variant constructor anchored"><a href="#type-op.Scalar_Div" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Div</span></span></code></li><li id="type-op.Scalar_Pow" class="def variant constructor anchored"><a href="#type-op.Scalar_Pow" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Pow</span></span></code></li><li id="type-op.Scalar_Atan2" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan2</span></span></code></li><li id="type-op.Scalar_Abs" class="def variant constructor anchored"><a href="#type-op.Scalar_Abs" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Abs</span></span></code></li><li id="type-op.Scalar_Neg" class="def variant constructor anchored"><a href="#type-op.Scalar_Neg" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Neg</span></span></code></li><li id="type-op.Scalar_Sqr" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqr" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqr</span></span></code></li><li id="type-op.Scalar_Sqrt" class="def variant constructor anchored"><a href="#type-op.Scalar_Sqrt" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sqrt</span></span></code></li><li id="type-op.Scalar_Exp" class="def variant constructor anchored"><a href="#type-op.Scalar_Exp" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Exp</span></span></code></li><li id="type-op.Scalar_Log" class="def variant constructor anchored"><a href="#type-op.Scalar_Log" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log</span></span></code></li><li id="type-op.Scalar_Log2" class="def variant constructor anchored"><a href="#type-op.Scalar_Log2" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log2</span></span></code></li><li id="type-op.Scalar_Log10" class="def variant constructor anchored"><a href="#type-op.Scalar_Log10" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Log10</span></span></code></li><li id="type-op.Scalar_Signum" class="def variant constructor anchored"><a href="#type-op.Scalar_Signum" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Signum</span></span></code></li><li id="type-op.Scalar_Floor" class="def variant constructor anchored"><a href="#type-op.Scalar_Floor" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Floor</span></span></code></li><li id="type-op.Scalar_Ceil" class="def variant constructor anchored"><a href="#type-op.Scalar_Ceil" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Ceil</span></span></code></li><li id="type-op.Scalar_Round" class="def variant constructor anchored"><a href="#type-op.Scalar_Round" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Round</span></span></code></li><li id="type-op.Scalar_Sin" class="def variant constructor anchored"><a href="#type-op.Scalar_Sin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sin</span></span></code></li><li id="type-op.Scalar_Cos" class="def variant constructor anchored"><a href="#type-op.Scalar_Cos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cos</span></span></code></li><li id="type-op.Scalar_Tan" class="def variant constructor anchored"><a href="#type-op.Scalar_Tan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tan</span></span></code></li><li id="type-op.Scalar_Sinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Sinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sinh</span></span></code></li><li id="type-op.Scalar_Cosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Cosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Cosh</span></span></code></li><li id="type-op.Scalar_Tanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Tanh</span></span></code></li><li id="type-op.Scalar_Asin" class="def variant constructor anchored"><a href="#type-op.Scalar_Asin" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asin</span></span></code></li><li id="type-op.Scalar_Acos" class="def variant constructor anchored"><a href="#type-op.Scalar_Acos" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acos</span></span></code></li><li id="type-op.Scalar_Atan" class="def variant constructor anchored"><a href="#type-op.Scalar_Atan" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atan</span></span></code></li><li id="type-op.Scalar_Asinh" class="def variant constructor anchored"><a href="#type-op.Scalar_Asinh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Asinh</span></span></code></li><li id="type-op.Scalar_Acosh" class="def variant constructor anchored"><a href="#type-op.Scalar_Acosh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Acosh</span></span></code></li><li id="type-op.Scalar_Atanh" class="def variant constructor anchored"><a href="#type-op.Scalar_Atanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Atanh</span></span></code></li><li id="type-op.Scalar_Relu" class="def variant constructor anchored"><a href="#type-op.Scalar_Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Relu</span></span></code></li><li id="type-op.Scalar_Dawsn" class="def variant constructor anchored"><a href="#type-op.Scalar_Dawsn" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Dawsn</span></span></code></li><li id="type-op.Scalar_Sigmoid" class="def variant constructor anchored"><a href="#type-op.Scalar_Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Scalar_Sigmoid</span></span></code></li><li id="type-op.Fused_Adagrad" class="def variant constructor anchored"><a href="#type-op.Fused_Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Fused_Adagrad</span> <span class="keyword">of</span> float * float</span></code><div class="def-doc"><span class="comment-delim">(*</span><p>TODO</p><span class="comment-delim">*)</span></div></li></ol></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/index.html
index 0b8414671..3b7b023dd 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/Shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Shape (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol.Shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../../index.html">Sig</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Optimiser</a> &#x00BB; <a href="../../index.html">Operator</a> &#x00BB; <a href="../index.html">Symbol</a> &#x00BB; Shape</nav><header class="odoc-preamble"><h1>Module <code><span>Symbol.Shape</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Type"><a href="#module-Type" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Type/index.html">Type</a></span><span> : <a href="../../../../../../../Owl_computation_type_sig/module-type-Sig/index.html">Owl_computation_type_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape"><a href="#val-infer_shape" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape : 
   <span><a href="Type/index.html#type-op">Type.op</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span><a href="Type/index.html#type-attr">Type.attr</a> <a href="../../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int array</span> option</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/index.html
index ac6d8f0ae..5980aea16 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/Symbol/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Symbol (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator.Symbol)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Optimiser</a> &#x00BB; <a href="../index.html">Operator</a> &#x00BB; Symbol</nav><header class="odoc-preamble"><h1>Module <code><span>Operator.Symbol</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Shape"><a href="#module-Shape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Shape/index.html">Shape</a></span><span> : <a href="../../../../../../Owl_computation_shape_sig/module-type-Sig/index.html">Owl_computation_shape_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-op_to_str"><a href="#val-op_to_str" class="anchor"></a><code><span><span class="keyword">val</span> op_to_str : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_random_variable"><a href="#val-is_random_variable" class="anchor"></a><code><span><span class="keyword">val</span> is_random_variable : <span><a href="Shape/Type/index.html#type-op">Shape.Type.op</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-refnum"><a href="#val-refnum" class="anchor"></a><code><span><span class="keyword">val</span> refnum : <span><span><span class="type-var">'a</span> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_shape"><a href="#val-node_shape" class="anchor"></a><code><span><span class="keyword">val</span> node_shape : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_numel"><a href="#val-node_numel" class="anchor"></a><code><span><span class="keyword">val</span> node_numel : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_shape_unknown"><a href="#val-is_shape_unknown" class="anchor"></a><code><span><span class="keyword">val</span> is_shape_unknown : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-infer_shape_graph"><a href="#val-infer_shape_graph" class="anchor"></a><code><span><span class="keyword">val</span> infer_shape_graph : <span><span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape_to_str"><a href="#val-shape_to_str" class="anchor"></a><code><span><span class="keyword">val</span> shape_to_str : <span><span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_str"><a href="#val-node_to_str" class="anchor"></a><code><span><span class="keyword">val</span> node_to_str : <span><span><a href="Shape/Type/index.html#type-attr">Shape.Type.attr</a> <a href="../../../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_arr"><a href="#val-node_to_arr" class="anchor"></a><code><span><span class="keyword">val</span> node_to_arr : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-arr_to_node"><a href="#val-arr_to_node" class="anchor"></a><code><span><span class="keyword">val</span> arr_to_node : <span><a href="Shape/Type/index.html#type-arr">Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-node_to_elt"><a href="#val-node_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> node_to_elt : <span><a href="Shape/Type/index.html#type-t">Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_node"><a href="#val-elt_to_node" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_node : <span><a href="Shape/Type/index.html#type-elt">Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Shape/Type/index.html#type-t">Shape.Type.t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?value</span>:<span><a href="Shape/Type/Device/index.html#type-value">Shape.Type.Device.value</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?shape</span>:<span><span><span>int array</span> option</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/index.html
index 5a61ef707..a08af42fc 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/Operator/index.html
@@ -1,58 +1,58 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl-base</a> &#x00BB; <a href="../../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Optimiser</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Optimiser.Operator</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#vectorised-functions">Vectorised functions</a></li><li><a href="#scalar-functions">Scalar functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Symbol"><a href="#module-Symbol" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Symbol/index.html">Symbol</a></span><span> : <a href="../../../../../Owl_computation_symbol_sig/module-type-Sig/index.html">Owl_computation_symbol_sig.Sig</a></span></code></div></div><h6 id="vectorised-functions"><a href="#vectorised-functions" class="anchor"></a>Vectorised functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-noop"><a href="#val-noop" class="anchor"></a><code><span><span class="keyword">val</span> noop : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>noop arr</code> performs no operation on the array <code>arr</code> and returns it as is. This can be useful as a placeholder function. Returns the input array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>empty shape</code> creates an uninitialized array with the specified <code>shape</code>. The contents of the array are undefined. Returns a new array with the given shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>zeros shape</code> creates an array with the specified <code>shape</code>, filled with zeros. Returns a new array with all elements initialized to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ones shape</code> creates an array with the specified <code>shape</code>, filled with ones. Returns a new array with all elements initialized to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>create shape value</code> creates an array with the specified <code>shape</code>, filled with the given <code>value</code>. Returns a new array with all elements initialized to <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sequential ?a ?step shape</code> creates an array with the specified <code>shape</code>, filled with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1. Returns a new array with sequential values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : 
   <span><span class="optlabel">?a</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?b</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>uniform ?a ?b shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a uniform distribution over [a, b\). If <code>a</code> and <code>b</code> are not provided, the default range is [0, 1\) . Returns a new array with uniform random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : 
   <span><span class="optlabel">?mu</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?sigma</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>gaussian ?mu ?sigma shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1. Returns a new array with Gaussian random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>bernoulli ?p shape</code> creates an array with the specified <code>shape</code>, filled with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. Returns a new array with Bernoulli random values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the linear index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>init_nd shape f</code> creates an array with the specified <code>shape</code>, where each element is initialized using the function <code>f</code>. The function <code>f</code> takes the multidimensional index of the element as input. Returns a new array with elements initialized by the function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape arr</code> returns the shape of the array <code>arr</code> as an array of integers, each representing the size of the corresponding dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel arr</code> returns the total number of elements in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>get arr index</code> retrieves the element at the specified multidimensional <code>index</code> in the array <code>arr</code>. Returns the value of the element at the given index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set arr index value</code> sets the element at the specified multidimensional <code>index</code> in the array <code>arr</code> to the given <code>value</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_slice slices arr</code> extracts a slice from the array <code>arr</code> according to the list of <code>slices</code>. Each element in <code>slices</code> specifies the range for the corresponding dimension. Returns a new array with the extracted slice.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : 
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice slices src dest</code> sets the slice in <code>dest</code> defined by <code>slices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : 
   <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>get_fancy indices arr</code> extracts elements from the array <code>arr</code> according to the list of <code>indices</code>. Each element in <code>indices</code> specifies an advanced indexing method. Returns a new array with the extracted elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : 
   <span><span><a href="../../../../../Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy indices src dest</code> sets the elements in <code>dest</code> defined by <code>indices</code> with the values from the source array <code>src</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>copy arr</code> creates a deep copy of the array <code>arr</code>. Returns a new array that is a copy of <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the contents of the array <code>src</code> into the pre-allocated array <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset arr</code> sets all elements of the array <code>arr</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reshape arr shape</code> reshapes the array <code>arr</code> into the new <code>shape</code>. The total number of elements must remain the same. Returns a new array with the specified shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>reverse arr</code> reverses the elements of the array <code>arr</code> along each dimension. Returns a new array with the elements reversed.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tile arr reps</code> replicates the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the tiled data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>repeat arr reps</code> repeats the elements of the array <code>arr</code> according to the number of repetitions specified in <code>reps</code> for each dimension. Returns a new array with the repeated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : 
   <span><span class="optlabel">?v</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pad ?v padding arr</code> pads the array <code>arr</code> with the value <code>v</code> according to the <code>padding</code> specification for each dimension. If <code>v</code> is not provided, the default padding value is zero. Returns a new array with the padded data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>expand ?hi arr n</code> expands the dimensions of the array <code>arr</code> by inserting a new dimension of size <code>n</code>. If <code>hi</code> is true, the new dimension is added at the beginning; otherwise, it is added at the end. Returns a new array with the expanded dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>squeeze ?axis arr</code> removes single-dimensional entries from the shape of the array <code>arr</code>. If <code>axis</code> is provided, only the specified dimensions are removed. Returns a new array with the squeezed shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concatenate ?axis arrays</code> concatenates a sequence of arrays along the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are concatenated along the first axis. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>stack ?axis arrays</code> stacks a sequence of arrays along a new dimension at the specified <code>axis</code>. If <code>axis</code> is not provided, the arrays are stacked along the first axis. Returns a new array with the stacked data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : 
   <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>concat ~axis a b</code> concatenates the arrays <code>a</code> and <code>b</code> along the specified <code>axis</code>. Returns a new array with the concatenated data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span></span></code></div><div class="spec-doc"><p><code>split ?axis src num_or_sections</code> splits the array <code>src</code> into multiple sub-arrays along the specified <code>axis</code>.</p><ul><li><code>num_or_sections</code> specifies the number of equal-sized sub-arrays or the indices where to split. Returns an array of sub-arrays.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> * <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>draw ?axis arr n</code> randomly draws <code>n</code> samples from the array <code>arr</code> along the specified <code>axis</code>. Returns a tuple containing the sampled array and an array of indices from which the samples were drawn.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : 
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>map f arr</code> applies the function <code>f</code> to each element of the array <code>arr</code>. Returns a new array with the results of applying <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fold ?axis f init arr</code> reduces the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code> and an initial value <code>init</code>. If <code>axis</code> is not provided, the reduction is performed on all elements. Returns a new array with the reduced values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scan ?axis f arr</code> performs a cumulative reduction of the array <code>arr</code> along the specified <code>axis</code> using the function <code>f</code>. Returns a new array with the cumulative results.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>one_hot depth arr</code> converts the array <code>arr</code> into a one-hot encoded array with a specified <code>depth</code>. Returns a new array with one-hot encoding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay"><a href="#val-delay" class="anchor"></a><code><span><span class="keyword">val</span> delay : 
   <span><span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/Device/A/index.html#type-arr">Symbol.Shape.Type.Device.A.arr</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>delay f x</code> returns <code>f x</code>. It allows to use a function that is not tracked by the computation graph and delay its evaluation. The output must have the same shape as the input.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-delay_array"><a href="#val-delay_array" class="anchor"></a><code><span><span class="keyword">val</span> delay_array : 
@@ -65,356 +65,356 @@
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?fmt</span>:<span>(<span><a href="Symbol/Shape/Type/Device/A/index.html#type-elt">Symbol.Shape.Type.Device.A.elt</a> <span class="arrow">&#45;&gt;</span></span> string)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>lazy_print x</code> prints the output of <code>x</code> when it is evaluated. Is implemented as an identity node. For information about the optional parameters, refer to the <code>print</code> function of the <code>Ndarray</code> module.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><span class="optlabel">?max_row</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max_col</span>:<span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?header</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fmt</span>:<span class="type-var">'d</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'e</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print ?max_row ?max_col ?header ?fmt data</code> prints a representation of the given <code>data</code>.</p><ul><li><code>max_row</code> is an optional parameter specifying the maximum number of rows to print.</li><li><code>max_col</code> is an optional parameter specifying the maximum number of columns to print.</li><li><code>header</code> is an optional parameter to include a header in the output.</li><li><code>fmt</code> is an optional parameter to specify the format of the output.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>abs arr</code> computes the absolute value of each element in the array <code>arr</code>. Returns a new array with the absolute values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>neg arr</code> negates each element in the array <code>arr</code>. Returns a new array with each element negated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>floor arr</code> applies the floor function to each element in the array <code>arr</code>. Returns a new array with the floor of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>ceil arr</code> applies the ceiling function to each element in the array <code>arr</code>. Returns a new array with the ceiling of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>round arr</code> rounds each element in the array <code>arr</code> to the nearest integer. Returns a new array with each element rounded to the nearest integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqr arr</code> computes the square of each element in the array <code>arr</code>. Returns a new array with the square of each element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sqrt arr</code> computes the square root of each element in the array <code>arr</code>. Returns a new array with the square roots of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log arr</code> computes the natural logarithm of each element in the array <code>arr</code>. Returns a new array with the natural logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log2 arr</code> computes the base-2 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-2 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log10 arr</code> computes the base-10 logarithm of each element in the array <code>arr</code>. Returns a new array with the base-10 logarithms of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>exp arr</code> computes the exponential function of each element in the array <code>arr</code>. Returns a new array with the exponentials of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sin arr</code> computes the sine of each element in the array <code>arr</code>. Returns a new array with the sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cos arr</code> computes the cosine of each element in the array <code>arr</code>. Returns a new array with the cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tan arr</code> computes the tangent of each element in the array <code>arr</code>. Returns a new array with the tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sinh arr</code> computes the hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>cosh arr</code> computes the hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>tanh arr</code> computes the hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asin arr</code> computes the arcsine of each element in the array <code>arr</code>. Returns a new array with the arcsines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acos arr</code> computes the arccosine of each element in the array <code>arr</code>. Returns a new array with the arccosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan arr</code> computes the arctangent of each element in the array <code>arr</code>. Returns a new array with the arctangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>asinh arr</code> computes the inverse hyperbolic sine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic sines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>acosh arr</code> computes the inverse hyperbolic cosine of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic cosines of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atanh arr</code> computes the inverse hyperbolic tangent of each element in the array <code>arr</code>. Returns a new array with the inverse hyperbolic tangents of the elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min"><a href="#val-min" class="anchor"></a><code><span><span class="keyword">val</span> min : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min ?axis ?keep_dims arr</code> computes the minimum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the minimum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the minimum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max"><a href="#val-max" class="anchor"></a><code><span><span class="keyword">val</span> max : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max ?axis ?keep_dims arr</code> computes the maximum value along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the maximum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum ?axis ?keep_dims arr</code> computes the sum of elements along the specified axis of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the sum.</li><li><code>keep_dims</code> specifies whether to keep the reduced dimensions. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sum_reduce ?axis arr</code> computes the sum of elements along the specified axes of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axes along which to compute the sum. Returns a new array with the sum of elements.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>signum arr</code> computes the signum function of each element in the array <code>arr</code>. Returns a new array where each element is -1, 0, or 1, depending on the sign of the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sigmoid arr</code> computes the sigmoid function of each element in the array <code>arr</code>. Returns a new array with the sigmoid values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>relu arr</code> applies the Rectified Linear Unit (ReLU) function to each element in the array <code>arr</code>. Returns a new array where each element is the maximum of 0 and the corresponding element in <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dawsn arr</code> computes Dawson's function of each element in the array <code>arr</code>. Returns a new array with Dawson's function values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min'"><a href="#val-min'" class="anchor"></a><code><span><span class="keyword">val</span> min' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>min' arr</code> computes the minimum value in the array <code>arr</code>. Returns the minimum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max'"><a href="#val-max'" class="anchor"></a><code><span><span class="keyword">val</span> max' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>max' arr</code> computes the maximum value in the array <code>arr</code>. Returns the maximum value as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>sum' arr</code> computes the sum of all elements in the array <code>arr</code>. Returns the sum as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp' arr</code> computes the log-sum-exp of all elements in the array <code>arr</code>. Returns the log-sum-exp as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>log_sum_exp ?axis ?keep_dims arr</code> computes the log of the sum of exponentials of elements along the specified <code>axis</code> of the array <code>arr</code>.</p><ul><li><code>axis</code> specifies the axis along which to compute the log-sum-exp. If not specified, computes over all elements.</li><li><code>keep_dims</code> if true, retains reduced dimensions with size 1. Returns a new array with the log-sum-exp values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l1norm' arr</code> computes the L1 norm (sum of absolute values) of all elements in the array <code>arr</code>. Returns the L1 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm' arr</code> computes the L2 norm (Euclidean norm) of all elements in the array <code>arr</code>. Returns the L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>l2norm_sqr' arr</code> computes the squared L2 norm (sum of squared values) of all elements in the array <code>arr</code>. Returns the squared L2 norm as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : 
   <span><span class="optlabel">?amin</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_value ?amin ?amax arr</code> clips the values in the array <code>arr</code> to the range <code>amin, amax</code>.</p><ul><li><code>amin</code> specifies the minimum value to clip to.</li><li><code>amax</code> specifies the maximum value to clip to. Returns a new array with the values clipped to the specified range.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm max_norm arr</code> clips the values in the array <code>arr</code> so that the L2 norm does not exceed <code>max_norm</code>. Returns a new array with the values clipped by the specified L2 norm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow base exp</code> computes each element of the array <code>base</code> raised to the power of the corresponding element in <code>exp</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_pow scalar arr</code> raises the scalar value <code>scalar</code> to the power of each element in the array <code>arr</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>pow_scalar arr scalar</code> raises each element in the array <code>arr</code> to the power of the scalar value <code>scalar</code>. Returns a new array with the power values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2 y x</code> computes the element-wise arctangent of <code>y</code> / <code>x</code>, using the signs of the elements to determine the correct quadrant. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_atan2 scalar arr</code> computes the element-wise arctangent of <code>scalar</code> / each element in the array <code>arr</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>atan2_scalar arr scalar</code> computes the element-wise arctangent of each element in the array <code>arr</code> / <code>scalar</code>. Returns a new array with the arctangent values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes the hypotenuse (sqrt(x^2 + y^2)) for each element in the arrays <code>x</code> and <code>y</code>. Returns a new array with the hypotenuse values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>min2 a b</code> computes the element-wise minimum of arrays <code>a</code> and <code>b</code>. Returns a new array with the minimum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max2 a b</code> computes the element-wise maximum of arrays <code>a</code> and <code>b</code>. Returns a new array with the maximum values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add a b</code> computes the element-wise addition of arrays <code>a</code> and <code>b</code>. Returns a new array with the sum of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub a b</code> computes the element-wise subtraction of arrays <code>a</code> and <code>b</code>. Returns a new array with the difference of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul a b</code> computes the element-wise multiplication of arrays <code>a</code> and <code>b</code>. Returns a new array with the product of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div a b</code> computes the element-wise division of arrays <code>a</code> and <code>b</code>. Returns a new array with the quotient of elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>add_scalar arr scalar</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>sub_scalar arr scalar</code> subtracts the scalar value <code>scalar</code> from each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>mul_scalar arr scalar</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>div_scalar arr scalar</code> divides each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_add scalar arr</code> adds the scalar value <code>scalar</code> to each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_sub scalar arr</code> subtracts each element in the array <code>arr</code> from the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_mul scalar arr</code> multiplies each element in the array <code>arr</code> by the scalar value <code>scalar</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : 
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>scalar_div scalar arr</code> divides the scalar value <code>scalar</code> by each element in the array <code>arr</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>fma a b c</code> computes the fused multiply-add operation, multiplying arrays <code>a</code> and <code>b</code>, then adding array <code>c</code>. Returns a new array with the resulting values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal a b</code> performs element-wise equality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal a b</code> performs element-wise inequality comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding elements in <code>a</code> and <code>b</code> are not equal, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less a b</code> performs element-wise less-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater a b</code> performs element-wise greater-than comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal a b</code> performs element-wise less-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is less than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal a b</code> performs element-wise greater-than-or-equal-to comparison between arrays <code>a</code> and <code>b</code>. Returns a new array where each element is <code>true</code> if the corresponding element in <code>a</code> is greater than or equal to that in <code>b</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_equal_scalar arr scalar</code> performs element-wise equality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it equals <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_not_equal_scalar arr scalar</code> performs element-wise inequality comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it does not equal <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_scalar arr scalar</code> performs element-wise less-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_scalar arr scalar</code> performs element-wise greater-than comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_less_equal_scalar arr scalar</code> performs element-wise less-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is less than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>elt_greater_equal_scalar arr scalar</code> performs element-wise greater-than-or-equal-to comparison between each element in the array <code>arr</code> and the scalar value <code>scalar</code>. Returns a new array where each element is <code>true</code> if it is greater than or equal to <code>scalar</code>, and <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> performs a 1-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> performs a 2-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> performs a 3-dimensional convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> performs a 1-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> performs a 2-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> performs a 3-dimensional transposed convolution (also known as deconvolution) on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> performs a 1-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> performs a 2-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> performs a 3-dimensional dilated convolution on the <code>input</code> array using the specified <code>kernel</code>.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate. Returns a new array with the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the max pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation on the <code>input</code> array.</p><ul><li><code>padding</code> specifies the padding strategy (default is &quot;valid&quot;).</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length. Returns a new array with the result of the average pooling.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the <code>input</code> array.</p><ul><li><code>size</code> specifies the upsampling factors for each dimension. Returns a new array with the upsampled data.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the transposed convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional transposed convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 1-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 2-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array for the dilated convolution operation.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the 3-dimensional dilated convolutional <code>kernel</code>.</p><ul><li><code>input</code> is the original input array.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specifies the stride length.</li><li><code>dilations</code> specifies the dilation rate.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns a new array with the gradients of the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after max pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 1-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 2-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../../../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the 3-dimensional <code>input</code> array after average pooling.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input array.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specifies the stride length.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the <code>input</code> array after 2-dimensional upsampling.</p><ul><li><code>input</code> is the original input array.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns a new array with the gradients of the input.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>row_num arr</code> returns the number of rows in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>col_num arr</code> returns the number of columns in the array <code>arr</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>row arr idx</code> extracts the row at index <code>idx</code> from the array <code>arr</code>. Returns a new array containing the specified row.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>rows arr indices</code> extracts multiple rows specified by <code>indices</code> from the array <code>arr</code>. Returns a new array containing the selected rows.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_row_to src src_idx dest_idx</code> copies the row at index <code>src_idx</code> in the array <code>src</code> to the row at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_col_to src src_idx dest_idx</code> copies the column at index <code>src_idx</code> in the array <code>src</code> to the column at index <code>dest_idx</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>diag ?k arr</code> extracts the k-th diagonal from the array <code>arr</code>. If <code>k</code> is not provided, the main diagonal is extracted. Returns a new array containing the diagonal elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a></span></code></div><div class="spec-doc"><p><code>trace arr</code> computes the sum of the elements on the main diagonal of the array <code>arr</code>. Returns the trace as an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : 
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>dot a b</code> computes the dot product of the arrays <code>a</code> and <code>b</code>. Returns a new array with the result of the dot product.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : 
   <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>transpose ?axis arr</code> transposes the array <code>arr</code>. If <code>axis</code> is provided, the transpose is performed according to the specified axes. Returns a new array with the transposed data.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_rows arr</code> converts the array <code>arr</code> into an array of row vectors. Returns an array where each element is a row from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_rows rows</code> creates an array by stacking the row vectors in <code>rows</code>. Returns a new array constructed from the row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_cols arr</code> converts the array <code>arr</code> into an array of column vectors. Returns an array where each element is a column from the original array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_cols cols</code> creates an array by stacking the column vectors in <code>cols</code>. Returns a new array constructed from the column vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_array"><a href="#val-of_array" class="anchor"></a><code><span><span class="keyword">val</span> of_array : 
   <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+  <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_array data shape</code> creates an array from a flat array <code>data</code> with the specified <code>shape</code>. Returns a new array with the data arranged according to the shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a></span></code></div><div class="spec-doc"><p><code>of_arrays data</code> creates an array from a 2D array <code>data</code>, where each sub-array represents a row. Returns a new array with the data from the 2D array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="Symbol/Shape/Type/index.html#type-arr">Symbol.Shape.Type.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Symbol/Shape/Type/index.html#type-elt">Symbol.Shape.Type.elt</a> array</span> array</span></span></code></div><div class="spec-doc"><p><code>to_arrays arr</code> converts the array <code>arr</code> into a 2D array where each sub-array represents a row. Returns a 2D array with the data from the original array.</p></div></div><h6 id="scalar-functions"><a href="#scalar-functions" class="anchor"></a>Scalar functions</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Scalar"><a href="#module-Scalar" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Scalar/index.html">Scalar</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/index.html
index b1e46fbef..44745fe22 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/Optimiser/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimiser (owl-base.Owl_types_computation_engine.Sig.Graph.Optimiser)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl-base</a> &#x00BB; <a href="../../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Optimiser</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Optimiser</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <a href="../../../../Owl_computation_operator_sig/module-type-Sig/index.html">Owl_computation_operator_sig.Sig</a></span></code></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-estimate_complexity"><a href="#val-estimate_complexity" class="anchor"></a><code><span><span class="keyword">val</span> estimate_complexity : <span><span><span><span class="type-var">'a</span> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-optimise_nodes"><a href="#val-optimise_nodes" class="anchor"></a><code><span><span class="keyword">val</span> optimise_nodes : 
   <span><span><span><a href="Operator/Symbol/Shape/Type/index.html#type-attr">Operator.Symbol.Shape.Type.attr</a> <a href="../../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/index.html
index b3ea635f8..cca269e39 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_types_computation_engine.Sig.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl-base.Owl_types_computation_engine.Sig.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_computation_engine</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Graph</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimiser"><a href="#module-Optimiser" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimiser/index.html">Optimiser</a></span><span> : <a href="../../../Owl_computation_optimiser_sig/module-type-Sig/index.html">Owl_computation_optimiser_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-graph"><a href="#type-graph" class="anchor"></a><code><span><span class="keyword">type</span> graph</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape_or_value"><a href="#val-shape_or_value" class="anchor"></a><code><span><span class="keyword">val</span> shape_or_value : <span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-t">Optimiser.Operator.Symbol.Shape.Type.t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_dot"><a href="#val-graph_to_dot" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_dot : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-graph_to_trace"><a href="#val-graph_to_trace" class="anchor"></a><code><span><span class="keyword">val</span> graph_to_trace : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_graph"><a href="#val-save_graph" class="anchor"></a><code><span><span class="keyword">val</span> save_graph : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_graph"><a href="#val-load_graph" class="anchor"></a><code><span><span class="keyword">val</span> load_graph : <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'b</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-collect_rvs"><a href="#val-collect_rvs" class="anchor"></a><code><span><span class="keyword">val</span> collect_rvs : 
   <span><span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-invalidate_rvs"><a href="#val-invalidate_rvs" class="anchor"></a><code><span><span class="keyword">val</span> invalidate_rvs : <span><a href="#type-graph">graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_graph"><a href="#val-make_graph" class="anchor"></a><code><span><span class="keyword">val</span> make_graph : 
   <span><span class="label">input</span>:<span><span><a href="Optimiser/Operator/Symbol/Shape/Type/index.html#type-attr">Optimiser.Operator.Symbol.Shape.Type.attr</a> <a href="../../../Owl_graph/index.html#type-node">Owl_graph.node</a></span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/index.html b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/index.html
index 491255d0a..a7656b9b3 100644
--- a/docs/owl-base/Owl_types_computation_engine/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_types_computation_engine/module-type-Sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_computation_engine.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_computation_engine</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_computation_engine.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-evaluation-functions-of-the-engine">Core evaluation functions of the engine</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h6 id="core-evaluation-functions-of-the-engine"><a href="#core-evaluation-functions-of-the-engine" class="anchor"></a>Core evaluation functions of the engine</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_computation_engine.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_computation_engine</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_computation_engine.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-evaluation-functions-of-the-engine">Core evaluation functions of the engine</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <a href="../../Owl_computation_graph_sig/module-type-Sig/index.html">Owl_computation_graph_sig.Sig</a></span></code></div></div><h6 id="core-evaluation-functions-of-the-engine"><a href="#core-evaluation-functions-of-the-engine" class="anchor"></a>Core evaluation functions of the engine</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eval_arr"><a href="#val-eval_arr" class="anchor"></a><code><span><span class="keyword">val</span> eval_arr : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-arr">Graph.Optimiser.Operator.Symbol.Shape.Type.arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_elt"><a href="#val-eval_elt" class="anchor"></a><code><span><span class="keyword">val</span> eval_elt : <span><span><a href="Graph/Optimiser/Operator/Symbol/Shape/Type/index.html#type-elt">Graph.Optimiser.Operator.Symbol.Shape.Type.elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eval_graph"><a href="#val-eval_graph" class="anchor"></a><code><span><span class="keyword">val</span> eval_graph : <span><a href="Graph/index.html#type-graph">Graph.graph</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_maths_basic/index.html b/docs/owl-base/Owl_types_maths_basic/index.html
index 371e4ffc3..a0c48246d 100644
--- a/docs/owl-base/Owl_types_maths_basic/index.html
+++ b/docs/owl-base/Owl_types_maths_basic/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_maths_basic (owl-base.Owl_types_maths_basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_maths_basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_maths_basic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_maths_basic (owl-base.Owl_types_maths_basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_maths_basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_maths_basic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_maths_basic/module-type-Sig/index.html b/docs/owl-base/Owl_types_maths_basic/module-type-Sig/index.html
index 2b3424584..be88356a2 100644
--- a/docs/owl-base/Owl_types_maths_basic/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_types_maths_basic/module-type-Sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_maths_basic.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_maths_basic</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_maths_basic.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_maths_basic.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_maths_basic</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_maths_basic.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_ndarray_algodiff/index.html b/docs/owl-base/Owl_types_ndarray_algodiff/index.html
index 22ba13752..1ac57bfa8 100644
--- a/docs/owl-base/Owl_types_ndarray_algodiff/index.html
+++ b/docs/owl-base/Owl_types_ndarray_algodiff/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_algodiff (owl-base.Owl_types_ndarray_algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_algodiff (owl-base.Owl_types_ndarray_algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Linalg/index.html b/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Linalg/index.html
index 62c05d89d..d5d538286 100644
--- a/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Linalg/index.html
+++ b/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_ndarray_algodiff.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_algodiff</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_ndarray_algodiff.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_algodiff</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Mat/index.html b/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Mat/index.html
index 876cfb1a3..5af97ff78 100644
--- a/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Mat/index.html
+++ b/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_ndarray_algodiff.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_algodiff</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_ndarray_algodiff.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_algodiff</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Scalar/index.html b/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Scalar/index.html
index 5ac7d00ad..4669bc4e2 100644
--- a/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Scalar/index.html
+++ b/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_ndarray_algodiff.Sig.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_algodiff</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_ndarray_algodiff.Sig.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_algodiff</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html b/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html
index d723a8ec2..36c882c20 100644
--- a/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_algodiff.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_algodiff</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_algodiff.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_algodiff.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_algodiff</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_algodiff.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_ndarray_basic/index.html b/docs/owl-base/Owl_types_ndarray_basic/index.html
index 8a677c680..0cbd54e21 100644
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+++ b/docs/owl-base/Owl_types_ndarray_basic/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_basic (owl-base.Owl_types_ndarray_basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_basic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_basic (owl-base.Owl_types_ndarray_basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_basic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html b/docs/owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html
index 101291127..a50c81611 100644
--- a/docs/owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_basic.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_basic</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_basic.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_basic.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_basic</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_basic.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_ndarray_compare/index.html b/docs/owl-base/Owl_types_ndarray_compare/index.html
index a75b9a99d..af7a4d2d5 100644
--- a/docs/owl-base/Owl_types_ndarray_compare/index.html
+++ b/docs/owl-base/Owl_types_ndarray_compare/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_compare (owl-base.Owl_types_ndarray_compare)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_compare</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_compare</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_compare (owl-base.Owl_types_ndarray_compare)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_compare</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_compare</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_ndarray_compare/module-type-Sig/index.html b/docs/owl-base/Owl_types_ndarray_compare/module-type-Sig/index.html
index 0d0b6fcb3..1216a0159 100644
--- a/docs/owl-base/Owl_types_ndarray_compare/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_types_ndarray_compare/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_compare.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_compare</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_compare.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_compare.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_compare</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_compare.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_ndarray_eltcmp/index.html b/docs/owl-base/Owl_types_ndarray_eltcmp/index.html
index 2bb7b692e..23a4d057e 100644
--- a/docs/owl-base/Owl_types_ndarray_eltcmp/index.html
+++ b/docs/owl-base/Owl_types_ndarray_eltcmp/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_eltcmp (owl-base.Owl_types_ndarray_eltcmp)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_eltcmp</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_eltcmp</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_eltcmp (owl-base.Owl_types_ndarray_eltcmp)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_eltcmp</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_eltcmp</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html b/docs/owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html
index 696a50bd2..ab9d96c43 100644
--- a/docs/owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_eltcmp.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_eltcmp</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_eltcmp.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_eltcmp.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_eltcmp</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_eltcmp.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_ndarray_mutable/index.html b/docs/owl-base/Owl_types_ndarray_mutable/index.html
index e40df6d08..14cf1fb4a 100644
--- a/docs/owl-base/Owl_types_ndarray_mutable/index.html
+++ b/docs/owl-base/Owl_types_ndarray_mutable/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_mutable (owl-base.Owl_types_ndarray_mutable)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_mutable</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_mutable</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_mutable (owl-base.Owl_types_ndarray_mutable)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_mutable</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_mutable</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Linalg/index.html b/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Linalg/index.html
index a4ae8d535..e6becce4f 100644
--- a/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Linalg/index.html
+++ b/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_ndarray_mutable.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_mutable</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_ndarray_mutable.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_mutable</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Mat/index.html b/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Mat/index.html
index d537e3a81..67ce1d675 100644
--- a/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Mat/index.html
+++ b/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_ndarray_mutable.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_mutable</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_ndarray_mutable.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_mutable</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Scalar/index.html b/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Scalar/index.html
index 49e11be66..d4c538eb3 100644
--- a/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Scalar/index.html
+++ b/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_ndarray_mutable.Sig.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_mutable</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_ndarray_mutable.Sig.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_ndarray_mutable</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/index.html b/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/index.html
index ba547dcfb..f5476ccb0 100644
--- a/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_types_ndarray_mutable/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_mutable.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_mutable</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_mutable.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_mutable.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_mutable</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_mutable.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_ndarray_numdiff/index.html b/docs/owl-base/Owl_types_ndarray_numdiff/index.html
index b173b8cd0..0261f70f2 100644
--- a/docs/owl-base/Owl_types_ndarray_numdiff/index.html
+++ b/docs/owl-base/Owl_types_ndarray_numdiff/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_numdiff (owl-base.Owl_types_ndarray_numdiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_numdiff</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_numdiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_ndarray_numdiff (owl-base.Owl_types_ndarray_numdiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_ndarray_numdiff</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_ndarray_numdiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_ndarray_numdiff/module-type-Sig/index.html b/docs/owl-base/Owl_types_ndarray_numdiff/module-type-Sig/index.html
index 52e89b144..f146593f5 100644
--- a/docs/owl-base/Owl_types_ndarray_numdiff/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_types_ndarray_numdiff/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_numdiff.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_numdiff</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_numdiff.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_ndarray_numdiff.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_ndarray_numdiff</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_ndarray_numdiff.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_operator/index.html b/docs/owl-base/Owl_types_operator/index.html
index f2b478054..243cd488d 100644
--- a/docs/owl-base/Owl_types_operator/index.html
+++ b/docs/owl-base/Owl_types_operator/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_operator (owl-base.Owl_types_operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_operator</span></code></h1><p>Operator definitions such as add, sub, mul, and div. This signature defines the functions need to be implemented.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-BasicSig"><a href="#module-type-BasicSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-BasicSig/index.html">BasicSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-ExtendSig"><a href="#module-type-ExtendSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-ExtendSig/index.html">ExtendSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-MatrixSig"><a href="#module-type-MatrixSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-MatrixSig/index.html">MatrixSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-NdarraySig"><a href="#module-type-NdarraySig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-NdarraySig/index.html">NdarraySig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-LinalgSig"><a href="#module-type-LinalgSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-LinalgSig/index.html">LinalgSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_operator (owl-base.Owl_types_operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_operator</span></code></h1><p>Operator definitions such as add, sub, mul, and div. This signature defines the functions need to be implemented.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-BasicSig"><a href="#module-type-BasicSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-BasicSig/index.html">BasicSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-ExtendSig"><a href="#module-type-ExtendSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-ExtendSig/index.html">ExtendSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-MatrixSig"><a href="#module-type-MatrixSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-MatrixSig/index.html">MatrixSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-NdarraySig"><a href="#module-type-NdarraySig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-NdarraySig/index.html">NdarraySig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-LinalgSig"><a href="#module-type-LinalgSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-LinalgSig/index.html">LinalgSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_operator/module-type-BasicSig/index.html b/docs/owl-base/Owl_types_operator/module-type-BasicSig/index.html
index 0870b9561..5e20059ae 100644
--- a/docs/owl-base/Owl_types_operator/module-type-BasicSig/index.html
+++ b/docs/owl-base/Owl_types_operator/module-type-BasicSig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>BasicSig (owl-base.Owl_types_operator.BasicSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_operator</a> &#x00BB; BasicSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_operator.BasicSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-equal"><a href="#val-equal" class="anchor"></a><code><span><span class="keyword">val</span> equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater"><a href="#val-greater" class="anchor"></a><code><span><span class="keyword">val</span> greater : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less"><a href="#val-less" class="anchor"></a><code><span><span class="keyword">val</span> less : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal"><a href="#val-greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal"><a href="#val-less_equal" class="anchor"></a><code><span><span class="keyword">val</span> less_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>BasicSig (owl-base.Owl_types_operator.BasicSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_operator</a> &#x00BB; BasicSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_operator.BasicSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-equal"><a href="#val-equal" class="anchor"></a><code><span><span class="keyword">val</span> equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater"><a href="#val-greater" class="anchor"></a><code><span><span class="keyword">val</span> greater : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less"><a href="#val-less" class="anchor"></a><code><span><span class="keyword">val</span> less : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal"><a href="#val-greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal"><a href="#val-less_equal" class="anchor"></a><code><span><span class="keyword">val</span> less_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></div></body></html>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>ExtendSig (owl-base.Owl_types_operator.ExtendSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_operator</a> &#x00BB; ExtendSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_operator.ExtendSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-equal_scalar"><a href="#val-equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal_scalar"><a href="#val-not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> not_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_scalar"><a href="#val-less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> less_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_scalar"><a href="#val-greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> greater_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal_scalar"><a href="#val-less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> less_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal_scalar"><a href="#val-greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar"><a href="#val-fmod_scalar" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal"><a href="#val-approx_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal_scalar"><a href="#val-approx_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal"><a href="#val-approx_elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal_scalar"><a href="#val-approx_elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_ext"><a href="#val-get_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ext : <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_ext"><a href="#val-set_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ext : <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_ext"><a href="#val-get_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_ext"><a href="#val-set_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>ExtendSig (owl-base.Owl_types_operator.ExtendSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_operator</a> &#x00BB; ExtendSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_operator.ExtendSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-equal_scalar"><a href="#val-equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal_scalar"><a href="#val-not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> not_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_scalar"><a href="#val-less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> less_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_scalar"><a href="#val-greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> greater_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal_scalar"><a href="#val-less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> less_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal_scalar"><a href="#val-greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal_scalar"><a href="#val-elt_less_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar"><a href="#val-fmod_scalar" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal"><a href="#val-approx_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal_scalar"><a href="#val-approx_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal"><a href="#val-approx_elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal_scalar"><a href="#val-approx_elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_ext"><a href="#val-get_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ext : <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_ext"><a href="#val-set_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ext : <span><span><a href="../../Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_ext"><a href="#val-get_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_ext"><a href="#val-set_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_operator/module-type-LinalgSig/index.html b/docs/owl-base/Owl_types_operator/module-type-LinalgSig/index.html
index 6b0f5ee6b..663e0d105 100644
--- a/docs/owl-base/Owl_types_operator/module-type-LinalgSig/index.html
+++ b/docs/owl-base/Owl_types_operator/module-type-LinalgSig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinalgSig (owl-base.Owl_types_operator.LinalgSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_operator</a> &#x00BB; LinalgSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_operator.LinalgSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mpow"><a href="#val-mpow" class="anchor"></a><code><span><span class="keyword">val</span> mpow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinalgSig (owl-base.Owl_types_operator.LinalgSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_operator</a> &#x00BB; LinalgSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_operator.LinalgSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mpow"><a href="#val-mpow" class="anchor"></a><code><span><span class="keyword">val</span> mpow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_operator/module-type-MatrixSig/index.html b/docs/owl-base/Owl_types_operator/module-type-MatrixSig/index.html
index d41791f57..a6da13dc9 100644
--- a/docs/owl-base/Owl_types_operator/module-type-MatrixSig/index.html
+++ b/docs/owl-base/Owl_types_operator/module-type-MatrixSig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MatrixSig (owl-base.Owl_types_operator.MatrixSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_operator</a> &#x00BB; MatrixSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_operator.MatrixSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MatrixSig (owl-base.Owl_types_operator.MatrixSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_operator</a> &#x00BB; MatrixSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_operator.MatrixSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_operator/module-type-NdarraySig/index.html b/docs/owl-base/Owl_types_operator/module-type-NdarraySig/index.html
index 1425af6db..f7c078652 100644
--- a/docs/owl-base/Owl_types_operator/module-type-NdarraySig/index.html
+++ b/docs/owl-base/Owl_types_operator/module-type-NdarraySig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NdarraySig (owl-base.Owl_types_operator.NdarraySig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_operator</a> &#x00BB; NdarraySig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_operator.NdarraySig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NdarraySig (owl-base.Owl_types_operator.NdarraySig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_operator</a> &#x00BB; NdarraySig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_operator.NdarraySig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_stats_basic/index.html b/docs/owl-base/Owl_types_stats_basic/index.html
index 13ffdbc27..0464b819b 100644
--- a/docs/owl-base/Owl_types_stats_basic/index.html
+++ b/docs/owl-base/Owl_types_stats_basic/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_stats_basic (owl-base.Owl_types_stats_basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_stats_basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_stats_basic</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_stats_basic (owl-base.Owl_types_stats_basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_stats_basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_stats_basic</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl-base/Owl_types_stats_dist/index.html b/docs/owl-base/Owl_types_stats_dist/index.html
index 658db2215..ee0d7eb6b 100644
--- a/docs/owl-base/Owl_types_stats_dist/index.html
+++ b/docs/owl-base/Owl_types_stats_dist/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_stats_dist (owl-base.Owl_types_stats_dist)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_stats_dist</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_stats_dist</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_types_stats_dist (owl-base.Owl_types_stats_dist)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_types_stats_dist</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_types_stats_dist</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Linalg/index.html b/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Linalg/index.html
index f1db26b92..c25c92032 100644
--- a/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Linalg/index.html
+++ b/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_stats_dist.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_stats_dist</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl-base.Owl_types_stats_dist.Sig.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_stats_dist</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Mat/index.html b/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Mat/index.html
index 22e8dae47..230dde368 100644
--- a/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Mat/index.html
+++ b/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_stats_dist.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_stats_dist</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl-base.Owl_types_stats_dist.Sig.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_stats_dist</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Scalar/index.html b/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Scalar/index.html
index b5ae19eaf..08d08e188 100644
--- a/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Scalar/index.html
+++ b/docs/owl-base/Owl_types_stats_dist/module-type-Sig/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_stats_dist.Sig.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_stats_dist</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl-base.Owl_types_stats_dist.Sig.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_types_stats_dist</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_types_stats_dist/module-type-Sig/index.html b/docs/owl-base/Owl_types_stats_dist/module-type-Sig/index.html
index 500d3de51..e282b22a2 100644
--- a/docs/owl-base/Owl_types_stats_dist/module-type-Sig/index.html
+++ b/docs/owl-base/Owl_types_stats_dist/module-type-Sig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_stats_dist.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_stats_dist</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_stats_dist.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl-base.Owl_types_stats_dist.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_types_stats_dist</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_types_stats_dist.Sig</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_utils/index.html b/docs/owl-base/Owl_utils/index.html
index b0890d756..9fdbc898a 100644
--- a/docs/owl-base/Owl_utils/index.html
+++ b/docs/owl-base/Owl_utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils (owl-base.Owl_utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils</span></code></h1><p>Helper functions used in the library</p></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_utils_ndarray/index.html">Owl_utils_ndarray</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_str"><a href="#val-elt_to_str" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_str : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_of_str"><a href="#val-elt_of_str" class="anchor"></a><code><span><span class="keyword">val</span> elt_of_str : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_stride"><a href="#val-calc_stride" class="anchor"></a><code><span><span class="keyword">val</span> calc_stride : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_slice"><a href="#val-calc_slice" class="anchor"></a><code><span><span class="keyword">val</span> calc_slice : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_1d_nd"><a href="#val-index_1d_nd" class="anchor"></a><code><span><span class="keyword">val</span> index_1d_nd : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_nd_1d"><a href="#val-index_nd_1d" class="anchor"></a><code><span><span class="keyword">val</span> index_nd_1d : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ind"><a href="#val-ind" class="anchor"></a><code><span><span class="keyword">val</span> ind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1d"><a href="#val-i1d" class="anchor"></a><code><span><span class="keyword">val</span> i1d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjust_index"><a href="#val-adjust_index" class="anchor"></a><code><span><span class="keyword">val</span> adjust_index : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reduce_params"><a href="#val-reduce_params" class="anchor"></a><code><span><span class="keyword">val</span> reduce_params : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils (owl-base.Owl_utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils</span></code></h1><p>Helper functions used in the library</p></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_utils_ndarray/index.html">Owl_utils_ndarray</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_str"><a href="#val-elt_to_str" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_str : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_of_str"><a href="#val-elt_of_str" class="anchor"></a><code><span><span class="keyword">val</span> elt_of_str : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_stride"><a href="#val-calc_stride" class="anchor"></a><code><span><span class="keyword">val</span> calc_stride : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_slice"><a href="#val-calc_slice" class="anchor"></a><code><span><span class="keyword">val</span> calc_slice : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_1d_nd"><a href="#val-index_1d_nd" class="anchor"></a><code><span><span class="keyword">val</span> index_1d_nd : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_nd_1d"><a href="#val-index_nd_1d" class="anchor"></a><code><span><span class="keyword">val</span> index_nd_1d : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ind"><a href="#val-ind" class="anchor"></a><code><span><span class="keyword">val</span> ind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1d"><a href="#val-i1d" class="anchor"></a><code><span><span class="keyword">val</span> i1d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjust_index"><a href="#val-adjust_index" class="anchor"></a><code><span><span class="keyword">val</span> adjust_index : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reduce_params"><a href="#val-reduce_params" class="anchor"></a><code><span><span class="keyword">val</span> reduce_params : 
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span>
   int * int * int * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-broadcastable"><a href="#val-broadcastable" class="anchor"></a><code><span><span class="keyword">val</span> broadcastable : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></details></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stack"><a href="#module-Stack" class="anchor"></a><code><span><span class="keyword">module</span> Stack</span><span> = <a href="../Owl_utils_stack/index.html">Owl_utils_stack</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Heap"><a href="#module-Heap" class="anchor"></a><code><span><span class="keyword">module</span> Heap</span><span> = <a href="../Owl_utils_heap/index.html">Owl_utils_heap</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Array"><a href="#module-Array" class="anchor"></a><code><span><span class="keyword">module</span> Array</span><span> = <a href="../Owl_utils_array/index.html">Owl_utils_array</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-range_fold"><a href="#val-range_fold" class="anchor"></a><code><span><span class="keyword">val</span> range_fold : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">f</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">init</span>:<span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'d</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-array_reverse"><a href="#val-array_reverse" class="anchor"></a><code><span><span class="keyword">val</span> array_reverse : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-array_insert"><a href="#val-array_insert" class="anchor"></a><code><span><span class="keyword">val</span> array_insert : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_suffix"><a href="#val-get_suffix" class="anchor"></a><code><span><span class="keyword">val</span> get_suffix : <span>string <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count_dup"><a href="#val-count_dup" class="anchor"></a><code><span><span class="keyword">val</span> count_dup : <span><span><span class="type-var">'a</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'b</span> * int)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-list_search"><a href="#val-list_search" class="anchor"></a><code><span><span class="keyword">val</span> list_search : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> list</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-array2_to_array1"><a href="#val-array2_to_array1" class="anchor"></a><code><span><span class="keyword">val</span> array2_to_array1 : 
diff --git a/docs/owl-base/Owl_utils_array/index.html b/docs/owl-base/Owl_utils_array/index.html
index 234461ffb..961df0cb6 100644
--- a/docs/owl-base/Owl_utils_array/index.html
+++ b/docs/owl-base/Owl_utils_array/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_array (owl-base.Owl_utils_array)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_array</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_array</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#basic-functions">Basic functions</a></li><li><a href="#extended-functions">Extended functions</a></li></ul></nav><div class="odoc-content"><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-length"><a href="#val-length" class="anchor"></a><code><span><span class="keyword">val</span> length : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create_float"><a href="#val-create_float" class="anchor"></a><code><span><span class="keyword">val</span> create_float : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_matrix"><a href="#val-make_matrix" class="anchor"></a><code><span><span class="keyword">val</span> make_matrix : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-append"><a href="#val-append" class="anchor"></a><code><span><span class="keyword">val</span> append : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span><span><span class="type-var">'a</span> array</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-blit"><a href="#val-blit" class="anchor"></a><code><span><span class="keyword">val</span> blit : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_list"><a href="#val-to_list" class="anchor"></a><code><span><span class="keyword">val</span> to_list : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> list</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_list"><a href="#val-of_list" class="anchor"></a><code><span><span class="keyword">val</span> of_list : <span><span><span class="type-var">'a</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold_left"><a href="#val-fold_left" class="anchor"></a><code><span><span class="keyword">val</span> fold_left : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold_right"><a href="#val-fold_right" class="anchor"></a><code><span><span class="keyword">val</span> fold_right : <span><span>(<span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2"><a href="#val-map2" class="anchor"></a><code><span><span class="keyword">val</span> map2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-for_all"><a href="#val-for_all" class="anchor"></a><code><span><span class="keyword">val</span> for_all : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exists"><a href="#val-exists" class="anchor"></a><code><span><span class="keyword">val</span> exists : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mem"><a href="#val-mem" class="anchor"></a><code><span><span class="keyword">val</span> mem : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-memq"><a href="#val-memq" class="anchor"></a><code><span><span class="keyword">val</span> memq : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_i"><a href="#val-min_i" class="anchor"></a><code><span><span class="keyword">val</span> min_i : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>min_i x</code> returns the index of minimum value in array <code>x</code>. If <code>cmp</code> is not passed in then <code>Stdlib.compare</code> is used as default value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_i"><a href="#val-max_i" class="anchor"></a><code><span><span class="keyword">val</span> max_i : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>max_i x</code> returns the index of minimum value in array <code>x</code>. If <code>cmp</code> is not passed in then <code>Stdlib.compare</code> is used as default value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>argsort cmp x</code> sorts <code>x</code> according to the compare function <code>cmp</code> and returns the corresponding indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stable_sort"><a href="#val-stable_sort" class="anchor"></a><code><span><span class="keyword">val</span> stable_sort : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fast_sort"><a href="#val-fast_sort" class="anchor"></a><code><span><span class="keyword">val</span> fast_sort : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_fill"><a href="#val-sort_fill" class="anchor"></a><code><span><span class="keyword">val</span> sort_fill : <span><span class="optlabel">?min</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fill</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>sort_fill ~min ~max ~fill x</code> first sorts <code>x</code>, then expands it to an array of length <code>max - min + 1</code>, and fills the holes with <code>fill</code>. E.g., <code>sort_fill ~min:1 ~max:5 ~fill:0 [|4;2|] x</code> returns a new array as follows: <code>[|1; 0; 2; 0; 4; 5|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unsafe_get"><a href="#val-unsafe_get" class="anchor"></a><code><span><span class="keyword">val</span> unsafe_get : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unsafe_set"><a href="#val-unsafe_set" class="anchor"></a><code><span><span class="keyword">val</span> unsafe_set : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><h6 id="extended-functions"><a href="#extended-functions" class="anchor"></a>Extended functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-(@)"><a href="#val-(@)" class="anchor"></a><code><span><span class="keyword">val</span> (@) : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Operator of array concatenation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>get_slice slice x</code> returns a copy of slice of <code>x</code> defined by <code>slice</code>. The <code>slice</code> definition must have <code>[|start;stop;step|]</code> format. The value of start, stop, and step can be negative, and the boundary is inclusive.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_slice slice x y</code> sets the elements in <code>x</code> to the corresponding value of the elements in <code>y</code> based on the slice definition <code>slice</code>. Please refer to <code>get_slice</code> function for the information on the format of slice definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Flatten an array array into an array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_n"><a href="#val-set_n" class="anchor"></a><code><span><span class="keyword">val</span> set_n : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-range"><a href="#val-range" class="anchor"></a><code><span><span class="keyword">val</span> range : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-insert"><a href="#val-insert" class="anchor"></a><code><span><span class="keyword">val</span> insert : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unique"><a href="#val-unique" class="anchor"></a><code><span><span class="keyword">val</span> unique : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>unique x</code> removes the duplicates in the array <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>merge x y</code> merges two arrays and removes the duplicates.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove"><a href="#val-remove" class="anchor"></a><code><span><span class="keyword">val</span> remove : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-replace"><a href="#val-replace" class="anchor"></a><code><span><span class="keyword">val</span> replace : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reverse x</code> reverse the elements in <code>x</code> in place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2i"><a href="#val-iter2i" class="anchor"></a><code><span><span class="keyword">val</span> iter2i : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2"><a href="#val-iter2" class="anchor"></a><code><span><span class="keyword">val</span> iter2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter3i"><a href="#val-iter3i" class="anchor"></a><code><span><span class="keyword">val</span> iter3i : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_array (owl-base.Owl_utils_array)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_array</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_array</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#basic-functions">Basic functions</a></li><li><a href="#extended-functions">Extended functions</a></li></ul></nav><div class="odoc-content"><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-length"><a href="#val-length" class="anchor"></a><code><span><span class="keyword">val</span> length : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create_float"><a href="#val-create_float" class="anchor"></a><code><span><span class="keyword">val</span> create_float : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_matrix"><a href="#val-make_matrix" class="anchor"></a><code><span><span class="keyword">val</span> make_matrix : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-append"><a href="#val-append" class="anchor"></a><code><span><span class="keyword">val</span> append : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span><span><span class="type-var">'a</span> array</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-blit"><a href="#val-blit" class="anchor"></a><code><span><span class="keyword">val</span> blit : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_list"><a href="#val-to_list" class="anchor"></a><code><span><span class="keyword">val</span> to_list : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> list</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_list"><a href="#val-of_list" class="anchor"></a><code><span><span class="keyword">val</span> of_list : <span><span><span class="type-var">'a</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold_left"><a href="#val-fold_left" class="anchor"></a><code><span><span class="keyword">val</span> fold_left : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold_right"><a href="#val-fold_right" class="anchor"></a><code><span><span class="keyword">val</span> fold_right : <span><span>(<span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2"><a href="#val-map2" class="anchor"></a><code><span><span class="keyword">val</span> map2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> array</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-for_all"><a href="#val-for_all" class="anchor"></a><code><span><span class="keyword">val</span> for_all : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exists"><a href="#val-exists" class="anchor"></a><code><span><span class="keyword">val</span> exists : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mem"><a href="#val-mem" class="anchor"></a><code><span><span class="keyword">val</span> mem : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-memq"><a href="#val-memq" class="anchor"></a><code><span><span class="keyword">val</span> memq : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_i"><a href="#val-min_i" class="anchor"></a><code><span><span class="keyword">val</span> min_i : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>min_i x</code> returns the index of minimum value in array <code>x</code>. If <code>cmp</code> is not passed in then <code>Stdlib.compare</code> is used as default value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_i"><a href="#val-max_i" class="anchor"></a><code><span><span class="keyword">val</span> max_i : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>max_i x</code> returns the index of minimum value in array <code>x</code>. If <code>cmp</code> is not passed in then <code>Stdlib.compare</code> is used as default value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>argsort cmp x</code> sorts <code>x</code> according to the compare function <code>cmp</code> and returns the corresponding indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stable_sort"><a href="#val-stable_sort" class="anchor"></a><code><span><span class="keyword">val</span> stable_sort : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fast_sort"><a href="#val-fast_sort" class="anchor"></a><code><span><span class="keyword">val</span> fast_sort : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_fill"><a href="#val-sort_fill" class="anchor"></a><code><span><span class="keyword">val</span> sort_fill : <span><span class="optlabel">?min</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?max</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?fill</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>sort_fill ~min ~max ~fill x</code> first sorts <code>x</code>, then expands it to an array of length <code>max - min + 1</code>, and fills the holes with <code>fill</code>. E.g., <code>sort_fill ~min:1 ~max:5 ~fill:0 [|4;2|] x</code> returns a new array as follows: <code>[|1; 0; 2; 0; 4; 5|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unsafe_get"><a href="#val-unsafe_get" class="anchor"></a><code><span><span class="keyword">val</span> unsafe_get : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unsafe_set"><a href="#val-unsafe_set" class="anchor"></a><code><span><span class="keyword">val</span> unsafe_set : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to OCaml native array.</p></div></div><h6 id="extended-functions"><a href="#extended-functions" class="anchor"></a>Extended functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-(@)"><a href="#val-(@)" class="anchor"></a><code><span><span class="keyword">val</span> (@) : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Operator of array concatenation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>get_slice slice x</code> returns a copy of slice of <code>x</code> defined by <code>slice</code>. The <code>slice</code> definition must have <code>[|start;stop;step|]</code> format. The value of start, stop, and step can be negative, and the boundary is inclusive.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_slice slice x y</code> sets the elements in <code>x</code> to the corresponding value of the elements in <code>y</code> based on the slice definition <code>slice</code>. Please refer to <code>get_slice</code> function for the information on the format of slice definition.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Flatten an array array into an array.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_n"><a href="#val-set_n" class="anchor"></a><code><span><span class="keyword">val</span> set_n : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-range"><a href="#val-range" class="anchor"></a><code><span><span class="keyword">val</span> range : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-count"><a href="#val-count" class="anchor"></a><code><span><span class="keyword">val</span> count : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-insert"><a href="#val-insert" class="anchor"></a><code><span><span class="keyword">val</span> insert : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unique"><a href="#val-unique" class="anchor"></a><code><span><span class="keyword">val</span> unique : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>unique x</code> removes the duplicates in the array <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-merge"><a href="#val-merge" class="anchor"></a><code><span><span class="keyword">val</span> merge : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>merge x y</code> merges two arrays and removes the duplicates.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove"><a href="#val-remove" class="anchor"></a><code><span><span class="keyword">val</span> remove : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-replace"><a href="#val-replace" class="anchor"></a><code><span><span class="keyword">val</span> replace : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reverse x</code> reverse the elements in <code>x</code> in place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2i"><a href="#val-iter2i" class="anchor"></a><code><span><span class="keyword">val</span> iter2i : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2"><a href="#val-iter2" class="anchor"></a><code><span><span class="keyword">val</span> iter2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter3i"><a href="#val-iter3i" class="anchor"></a><code><span><span class="keyword">val</span> iter3i : 
   <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span class="type-var">'b</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_utils_heap/index.html b/docs/owl-base/Owl_utils_heap/index.html
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_heap (owl-base.Owl_utils_heap)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_heap</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_heap</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div><div class="spec-doc"><p>Type of a min heap.</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>make cmp</code> creates an empty min heap, using <code>cmp</code> as a comparison function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_int"><a href="#val-make_int" class="anchor"></a><code><span><span class="keyword">val</span> make_int : <span><span class="optlabel">?initial_size</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>make_int ?initial_size cmp</code> creates an empty integer heap, using <code>cmp</code> as a comparison function and pre-allocates a space of <code>initial_size</code> elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_float"><a href="#val-make_float" class="anchor"></a><code><span><span class="keyword">val</span> make_float : <span><span class="optlabel">?initial_size</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>make_float ?initial_size cmp</code> creates an empty float heap, using <code>cmp</code> as a comparison function and pre-allocates a space of <code>initial_size</code> elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size"><a href="#val-size" class="anchor"></a><code><span><span class="keyword">val</span> size : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>size heap</code> returns the number of elements in the heap.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-push"><a href="#val-push" class="anchor"></a><code><span><span class="keyword">val</span> push : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>push heap x</code> pushes <code>x</code> into <code>heap</code>. Time complexity is <code>O(log(n))</code>, where n is the size of <code>heap</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pop"><a href="#val-pop" class="anchor"></a><code><span><span class="keyword">val</span> pop : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>pop heap</code> pops the minimal element from <code>heap</code>. It raises an exception if the heap is empty. Time complexity is <code>O(log(n))</code>, where n is the size of <code>heap</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-peek"><a href="#val-peek" class="anchor"></a><code><span><span class="keyword">val</span> peek : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>peek heap</code> returns the value of the minimal element in <code>heap</code> but it does not remove the element from the heap. Raises an exception if the heap is empty. Time complexity is <code>O(1)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_empty"><a href="#val-is_empty" class="anchor"></a><code><span><span class="keyword">val</span> is_empty : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_empty heap</code> returns <code>true</code> if <code>heap</code> is empty, <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_array"><a href="#val-to_array" class="anchor"></a><code><span><span class="keyword">val</span> to_array : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_array heap</code> returns the elements in <code>heap</code> into an (unsorted) array.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_heap (owl-base.Owl_utils_heap)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_heap</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_heap</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div><div class="spec-doc"><p>Type of a min heap.</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>make cmp</code> creates an empty min heap, using <code>cmp</code> as a comparison function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_int"><a href="#val-make_int" class="anchor"></a><code><span><span class="keyword">val</span> make_int : <span><span class="optlabel">?initial_size</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>make_int ?initial_size cmp</code> creates an empty integer heap, using <code>cmp</code> as a comparison function and pre-allocates a space of <code>initial_size</code> elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_float"><a href="#val-make_float" class="anchor"></a><code><span><span class="keyword">val</span> make_float : <span><span class="optlabel">?initial_size</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>make_float ?initial_size cmp</code> creates an empty float heap, using <code>cmp</code> as a comparison function and pre-allocates a space of <code>initial_size</code> elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size"><a href="#val-size" class="anchor"></a><code><span><span class="keyword">val</span> size : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>size heap</code> returns the number of elements in the heap.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-push"><a href="#val-push" class="anchor"></a><code><span><span class="keyword">val</span> push : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>push heap x</code> pushes <code>x</code> into <code>heap</code>. Time complexity is <code>O(log(n))</code>, where n is the size of <code>heap</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pop"><a href="#val-pop" class="anchor"></a><code><span><span class="keyword">val</span> pop : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>pop heap</code> pops the minimal element from <code>heap</code>. It raises an exception if the heap is empty. Time complexity is <code>O(log(n))</code>, where n is the size of <code>heap</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-peek"><a href="#val-peek" class="anchor"></a><code><span><span class="keyword">val</span> peek : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>peek heap</code> returns the value of the minimal element in <code>heap</code> but it does not remove the element from the heap. Raises an exception if the heap is empty. Time complexity is <code>O(1)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_empty"><a href="#val-is_empty" class="anchor"></a><code><span><span class="keyword">val</span> is_empty : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_empty heap</code> returns <code>true</code> if <code>heap</code> is empty, <code>false</code> otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_array"><a href="#val-to_array" class="anchor"></a><code><span><span class="keyword">val</span> to_array : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_array heap</code> returns the elements in <code>heap</code> into an (unsorted) array.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_utils_infer_shape/index.html b/docs/owl-base/Owl_utils_infer_shape/index.html
index 949ea4f81..7671e8e01 100644
--- a/docs/owl-base/Owl_utils_infer_shape/index.html
+++ b/docs/owl-base/Owl_utils_infer_shape/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_infer_shape (owl-base.Owl_utils_infer_shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_infer_shape</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_infer_shape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-require_broadcasting"><a href="#val-require_broadcasting" class="anchor"></a><code><span><span class="keyword">val</span> require_broadcasting : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_conv2d_output_shape"><a href="#val-calc_conv2d_output_shape" class="anchor"></a><code><span><span class="keyword">val</span> calc_conv2d_output_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_infer_shape (owl-base.Owl_utils_infer_shape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_infer_shape</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_infer_shape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-require_broadcasting"><a href="#val-require_broadcasting" class="anchor"></a><code><span><span class="keyword">val</span> require_broadcasting : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_conv2d_output_shape"><a href="#val-calc_conv2d_output_shape" class="anchor"></a><code><span><span class="keyword">val</span> calc_conv2d_output_shape : 
   <span><a href="../Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_utils_multimap/Make/index.html b/docs/owl-base/Owl_utils_multimap/Make/index.html
index 70648ac4d..f150d0fce 100644
--- a/docs/owl-base/Owl_utils_multimap/Make/index.html
+++ b/docs/owl-base/Owl_utils_multimap/Make/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_utils_multimap.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_utils_multimap</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_multimap.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Ord"><a href="#argument-1-Ord" class="anchor"></a><code><span><span class="keyword">module</span> </span><span>Ord</span><span> : <span class="xref-unresolved">Stdlib</span>.Map.OrderedType</span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-key"><a href="#type-key" class="anchor"></a><code><span><span class="keyword">type</span> key</span><span> = <span class="xref-unresolved">Ord</span>.t</span></code></div><div class="spec-doc"><p>Type of the multimap keys.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div><div class="spec-doc"><p>Type of a multimap.</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>The empty multimap.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_empty"><a href="#val-is_empty" class="anchor"></a><code><span><span class="keyword">val</span> is_empty : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Check whether the multimap is empty.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mem"><a href="#val-mem" class="anchor"></a><code><span><span class="keyword">val</span> mem : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>mem k m</code> returns true is the multimap <code>m</code> contains at least one binding for <code>k</code>, false otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>add k v m</code> returns a multimap containing the same bindings as <code>m</code>, plus a binding from <code>k</code> to <code>v</code>. Previous bindings for <code>k</code> are hidden by the new binding (they can be restored by calling <code>remove k m</code>).</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove"><a href="#val-remove" class="anchor"></a><code><span><span class="keyword">val</span> remove : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>remove k v m</code> returns a multimap with the same bindings as <code>m</code>, except for the binding of <code>k</code>: the last value that was bound to it is removed. If there is no binding for <code>k</code> in <code>m</code>, raises `Not_found`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find"><a href="#val-find" class="anchor"></a><code><span><span class="keyword">val</span> find : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>find k m</code> returns the last added binding of <code>k</code> in <code>m</code>, or raises <code>Not_found</code> if there is no such binding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_binding"><a href="#val-max_binding" class="anchor"></a><code><span><span class="keyword">val</span> max_binding : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-key">key</a> * <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>max_binding m</code> returns the greatest binding in <code>m</code>. Raises <code>Not_found</code> if <code>m</code> is empty.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find_first_opt"><a href="#val-find_first_opt" class="anchor"></a><code><span><span class="keyword">val</span> find_first_opt : <span><span>(<span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-key">key</a> * <span class="type-var">'a</span>)</span> option</span></span></code></div><div class="spec-doc"><p><code>find_first_opt f m</code> returns the first binding <code>(k, v)</code> such that <code>f k</code>, or <code>None</code> if no such binding exists. The function <code>f</code> has to be nondecreasing. Time complexity is O(log n).</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_utils_multimap.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_utils_multimap</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_multimap.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Ord"><a href="#argument-1-Ord" class="anchor"></a><code><span><span class="keyword">module</span> </span><span>Ord</span><span> : <span class="xref-unresolved">Stdlib</span>.Map.OrderedType</span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-key"><a href="#type-key" class="anchor"></a><code><span><span class="keyword">type</span> key</span><span> = <span class="xref-unresolved">Ord</span>.t</span></code></div><div class="spec-doc"><p>Type of the multimap keys.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div><div class="spec-doc"><p>Type of a multimap.</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>The empty multimap.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_empty"><a href="#val-is_empty" class="anchor"></a><code><span><span class="keyword">val</span> is_empty : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Check whether the multimap is empty.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mem"><a href="#val-mem" class="anchor"></a><code><span><span class="keyword">val</span> mem : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>mem k m</code> returns true is the multimap <code>m</code> contains at least one binding for <code>k</code>, false otherwise.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>add k v m</code> returns a multimap containing the same bindings as <code>m</code>, plus a binding from <code>k</code> to <code>v</code>. Previous bindings for <code>k</code> are hidden by the new binding (they can be restored by calling <code>remove k m</code>).</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-remove"><a href="#val-remove" class="anchor"></a><code><span><span class="keyword">val</span> remove : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>remove k v m</code> returns a multimap with the same bindings as <code>m</code>, except for the binding of <code>k</code>: the last value that was bound to it is removed. If there is no binding for <code>k</code> in <code>m</code>, raises `Not_found`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find"><a href="#val-find" class="anchor"></a><code><span><span class="keyword">val</span> find : <span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>find k m</code> returns the last added binding of <code>k</code> in <code>m</code>, or raises <code>Not_found</code> if there is no such binding.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_binding"><a href="#val-max_binding" class="anchor"></a><code><span><span class="keyword">val</span> max_binding : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-key">key</a> * <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>max_binding m</code> returns the greatest binding in <code>m</code>. Raises <code>Not_found</code> if <code>m</code> is empty.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-find_first_opt"><a href="#val-find_first_opt" class="anchor"></a><code><span><span class="keyword">val</span> find_first_opt : <span><span>(<span><a href="#type-key">key</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-key">key</a> * <span class="type-var">'a</span>)</span> option</span></span></code></div><div class="spec-doc"><p><code>find_first_opt f m</code> returns the first binding <code>(k, v)</code> such that <code>f k</code>, or <code>None</code> if no such binding exists. The function <code>f</code> has to be nondecreasing. Time complexity is O(log n).</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_utils_multimap/index.html b/docs/owl-base/Owl_utils_multimap/index.html
index 34a3e4a05..595e2abc0 100644
--- a/docs/owl-base/Owl_utils_multimap/index.html
+++ b/docs/owl-base/Owl_utils_multimap/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_multimap (owl-base.Owl_utils_multimap)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_multimap</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_multimap</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/index.html#argument-1-Ord">Ord</a> : <span class="xref-unresolved">Stdlib</span>.Map.OrderedType) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_multimap (owl-base.Owl_utils_multimap)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_multimap</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_multimap</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/index.html#argument-1-Ord">Ord</a> : <span class="xref-unresolved">Stdlib</span>.Map.OrderedType) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_utils_ndarray/index.html b/docs/owl-base/Owl_utils_ndarray/index.html
index f3bab2ebd..088f726d1 100644
--- a/docs/owl-base/Owl_utils_ndarray/index.html
+++ b/docs/owl-base/Owl_utils_ndarray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_ndarray (owl-base.Owl_utils_ndarray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_ndarray</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_ndarray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_str"><a href="#val-elt_to_str" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_str : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_of_str"><a href="#val-elt_of_str" class="anchor"></a><code><span><span class="keyword">val</span> elt_of_str : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_stride"><a href="#val-calc_stride" class="anchor"></a><code><span><span class="keyword">val</span> calc_stride : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_slice"><a href="#val-calc_slice" class="anchor"></a><code><span><span class="keyword">val</span> calc_slice : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_1d_nd"><a href="#val-index_1d_nd" class="anchor"></a><code><span><span class="keyword">val</span> index_1d_nd : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_nd_1d"><a href="#val-index_nd_1d" class="anchor"></a><code><span><span class="keyword">val</span> index_nd_1d : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ind"><a href="#val-ind" class="anchor"></a><code><span><span class="keyword">val</span> ind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1d"><a href="#val-i1d" class="anchor"></a><code><span><span class="keyword">val</span> i1d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjust_index"><a href="#val-adjust_index" class="anchor"></a><code><span><span class="keyword">val</span> adjust_index : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reduce_params"><a href="#val-reduce_params" class="anchor"></a><code><span><span class="keyword">val</span> reduce_params : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_ndarray (owl-base.Owl_utils_ndarray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_ndarray</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_ndarray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_str"><a href="#val-elt_to_str" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_str : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_of_str"><a href="#val-elt_of_str" class="anchor"></a><code><span><span class="keyword">val</span> elt_of_str : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_stride"><a href="#val-calc_stride" class="anchor"></a><code><span><span class="keyword">val</span> calc_stride : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_slice"><a href="#val-calc_slice" class="anchor"></a><code><span><span class="keyword">val</span> calc_slice : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_1d_nd"><a href="#val-index_1d_nd" class="anchor"></a><code><span><span class="keyword">val</span> index_1d_nd : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_nd_1d"><a href="#val-index_nd_1d" class="anchor"></a><code><span><span class="keyword">val</span> index_nd_1d : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ind"><a href="#val-ind" class="anchor"></a><code><span><span class="keyword">val</span> ind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1d"><a href="#val-i1d" class="anchor"></a><code><span><span class="keyword">val</span> i1d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjust_index"><a href="#val-adjust_index" class="anchor"></a><code><span><span class="keyword">val</span> adjust_index : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reduce_params"><a href="#val-reduce_params" class="anchor"></a><code><span><span class="keyword">val</span> reduce_params : 
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="type-var">'c</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span> <span class="arrow">&#45;&gt;</span></span>
   int * int * int * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-broadcastable"><a href="#val-broadcastable" class="anchor"></a><code><span><span class="keyword">val</span> broadcastable : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_utils_stack/index.html b/docs/owl-base/Owl_utils_stack/index.html
index 2e236e4d7..b868926d2 100644
--- a/docs/owl-base/Owl_utils_stack/index.html
+++ b/docs/owl-base/Owl_utils_stack/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_stack (owl-base.Owl_utils_stack)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_stack</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_stack</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div><div class="spec-doc"><p>Type of a stack.</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span>unit <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>make ()</code> creates an empty stack.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-push"><a href="#val-push" class="anchor"></a><code><span><span class="keyword">val</span> push : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>push stack x</code> pushes <code>x</code> into <code>stack</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pop"><a href="#val-pop" class="anchor"></a><code><span><span class="keyword">val</span> pop : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> option</span></span></code></div><div class="spec-doc"><p><code>pop stack</code> pops the top element in <code>stack</code>. It returns <code>None</code> if the <code>stack</code> is empty.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-peek"><a href="#val-peek" class="anchor"></a><code><span><span class="keyword">val</span> peek : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> option</span></span></code></div><div class="spec-doc"><p><code>peek stack</code> returns the value of top element in <code>stack</code> but it does not remove the element from the stack. <code>None</code> is returned if the stack is empty.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_empty"><a href="#val-is_empty" class="anchor"></a><code><span><span class="keyword">val</span> is_empty : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Returns <code>true</code> if the stack is empty, otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mem"><a href="#val-mem" class="anchor"></a><code><span><span class="keyword">val</span> mem : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>mem stack x</code> checks whether <code>x</code> exist in <code>stack</code>. The complexity is <code>O(n)</code> where <code>n</code> is the size of the <code>stack</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-memq"><a href="#val-memq" class="anchor"></a><code><span><span class="keyword">val</span> memq : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Similar to <code>mem</code> but physical equality is used for comparing values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_array"><a href="#val-to_array" class="anchor"></a><code><span><span class="keyword">val</span> to_array : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_array stack</code> converts the elements in <code>stack</code> into an array.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_utils_stack (owl-base.Owl_utils_stack)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_utils_stack</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_utils_stack</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span></code></div><div class="spec-doc"><p>Type of a stack.</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span>unit <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>make ()</code> creates an empty stack.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-push"><a href="#val-push" class="anchor"></a><code><span><span class="keyword">val</span> push : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>push stack x</code> pushes <code>x</code> into <code>stack</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pop"><a href="#val-pop" class="anchor"></a><code><span><span class="keyword">val</span> pop : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> option</span></span></code></div><div class="spec-doc"><p><code>pop stack</code> pops the top element in <code>stack</code>. It returns <code>None</code> if the <code>stack</code> is empty.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-peek"><a href="#val-peek" class="anchor"></a><code><span><span class="keyword">val</span> peek : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> option</span></span></code></div><div class="spec-doc"><p><code>peek stack</code> returns the value of top element in <code>stack</code> but it does not remove the element from the stack. <code>None</code> is returned if the stack is empty.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_empty"><a href="#val-is_empty" class="anchor"></a><code><span><span class="keyword">val</span> is_empty : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Returns <code>true</code> if the stack is empty, otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mem"><a href="#val-mem" class="anchor"></a><code><span><span class="keyword">val</span> mem : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>mem stack x</code> checks whether <code>x</code> exist in <code>stack</code>. The complexity is <code>O(n)</code> where <code>n</code> is the size of the <code>stack</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-memq"><a href="#val-memq" class="anchor"></a><code><span><span class="keyword">val</span> memq : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Similar to <code>mem</code> but physical equality is used for comparing values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_array"><a href="#val-to_array" class="anchor"></a><code><span><span class="keyword">val</span> to_array : <span><span><span class="type-var">'a</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>to_array stack</code> converts the elements in <code>stack</code> into an array.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_view/Make/argument-1-A/index.html b/docs/owl-base/Owl_view/Make/argument-1-A/index.html
index 839c13d81..caa15dd26 100644
--- a/docs/owl-base/Owl_view/Make/argument-1-A/index.html
+++ b/docs/owl-base/Owl_view/Make/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_view.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_view</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl-base.Owl_view.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl-base</a> &#x00BB; <a href="../../index.html">Owl_view</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl-base/Owl_view/Make/index.html b/docs/owl-base/Owl_view/Make/index.html
index d11e02dbf..2284d39a7 100644
--- a/docs/owl-base/Owl_view/Make/index.html
+++ b/docs/owl-base/Owl_view/Make/index.html
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_view.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_view</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_view.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#conversion-functions">Conversion functions</a></li><li><a href="#manipulation-functions">Manipulation functions</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#examination-&amp;-comparison">Examination &amp; Comparison</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Basic/index.html">Owl_types.Ndarray_Basic</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p><code>t</code> is the abstract type to represent a view atop of an ndarray.</p></div></div><h6 id="conversion-functions"><a href="#conversion-functions" class="anchor"></a>Conversion functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-of_arr"><a href="#val-of_arr" class="anchor"></a><code><span><span class="keyword">val</span> of_arr : <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>of_arr x</code> creates a view from ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arr"><a href="#val-to_arr" class="anchor"></a><code><span><span class="keyword">val</span> to_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p><code>to_arr x</code> creates an new ndarray based on the view <code>x</code>.</p></div></div><h6 id="manipulation-functions"><a href="#manipulation-functions" class="anchor"></a>Manipulation functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="iteration-functions"><a href="#iteration-functions" class="anchor"></a>Iteration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>iteri f x</code> iterates and applies <code>f</code> to every element in <code>x</code>. <code>f</code> has type <code>f : int array -&gt; elt -&gt; unit</code>, the first parameter is index. 1d indices are passed to the user function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Similar to <code>iteri</code>, the index is not passed in.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mapi f x</code> applies <code>f : int array -&gt; elt -&gt; elt</code> to every element in <code>x</code>, then save the result in place. 1d indices are passed to the user function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>map f x</code> applies <code>f : elt -&gt; elt</code> to every element in <code>x</code>, then save the the result in place in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2"><a href="#val-iter2" class="anchor"></a><code><span><span class="keyword">val</span> iter2 : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>iter2 f x y</code> applies <code>f : elt -&gt; elt -&gt; elt</code> every pair of elements in <code>x</code> and <code>y</code>. The indices are not passed in the user function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2"><a href="#val-map2" class="anchor"></a><code><span><span class="keyword">val</span> map2 : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>map2 f x y</code> applies <code>f : elt -&gt; elt -&gt; elt</code> every pair of elements in <code>x</code> and <code>y</code>, then saves the result in <code>y</code>. So be careful with the order, it matters, the data reflected by view <code>y</code> will be modified.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_nd"><a href="#val-iteri_nd" class="anchor"></a><code><span><span class="keyword">val</span> iteri_nd : <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Similar to `iteri` but n-d indices are passed in. This function is much slower than `iteri`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_nd"><a href="#val-mapi_nd" class="anchor"></a><code><span><span class="keyword">val</span> mapi_nd : <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Similar to `mapi` but n-d indices are passed in. This function is much slower than `mapi`.</p></div></div><h6 id="examination-&amp;-comparison"><a href="#examination-&amp;-comparison" class="anchor"></a>Examination &amp; Comparison</h6><div class="odoc-spec"><div class="spec value anchored" id="val-exists"><a href="#val-exists" class="anchor"></a><code><span><span class="keyword">val</span> exists : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>exists f x</code> checks all the elements in <code>x</code> using <code>f</code>. If at least one element satisfies <code>f</code> then the function returns <code>true</code> otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_exists"><a href="#val-not_exists" class="anchor"></a><code><span><span class="keyword">val</span> not_exists : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>not_exists f x</code> checks all the elements in <code>x</code>, the function returns <code>true</code> only if all the elements fail to satisfy <code>f : float -&gt; bool</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-for_all"><a href="#val-for_all" class="anchor"></a><code><span><span class="keyword">val</span> for_all : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>for_all f x</code> checks all the elements in <code>x</code>, the function returns <code>true</code> if and only if all the elements pass the check of function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-equal"><a href="#val-equal" class="anchor"></a><code><span><span class="keyword">val</span> equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>equal x y</code> returns <code>true</code> if <code>x</code> and <code>y</code> are elementwise equal.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>not_equal x y</code> returns <code>true</code> if <code>x</code> and <code>y</code> are not elementwise equal.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl-base.Owl_view.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl-base</a> &#x00BB; <a href="../index.html">Owl_view</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_view.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#conversion-functions">Conversion functions</a></li><li><a href="#manipulation-functions">Manipulation functions</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#examination-&amp;-comparison">Examination &amp; Comparison</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../Owl_types/module-type-Ndarray_Basic/index.html">Owl_types.Ndarray_Basic</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p><code>t</code> is the abstract type to represent a view atop of an ndarray.</p></div></div><h6 id="conversion-functions"><a href="#conversion-functions" class="anchor"></a>Conversion functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-of_arr"><a href="#val-of_arr" class="anchor"></a><code><span><span class="keyword">val</span> of_arr : <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>of_arr x</code> creates a view from ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arr"><a href="#val-to_arr" class="anchor"></a><code><span><span class="keyword">val</span> to_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p><code>to_arr x</code> creates an new ndarray based on the view <code>x</code>.</p></div></div><h6 id="manipulation-functions"><a href="#manipulation-functions" class="anchor"></a>Manipulation functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><h6 id="iteration-functions"><a href="#iteration-functions" class="anchor"></a>Iteration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>iteri f x</code> iterates and applies <code>f</code> to every element in <code>x</code>. <code>f</code> has type <code>f : int array -&gt; elt -&gt; unit</code>, the first parameter is index. 1d indices are passed to the user function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Similar to <code>iteri</code>, the index is not passed in.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mapi f x</code> applies <code>f : int array -&gt; elt -&gt; elt</code> to every element in <code>x</code>, then save the result in place. 1d indices are passed to the user function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>map f x</code> applies <code>f : elt -&gt; elt</code> to every element in <code>x</code>, then save the the result in place in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2"><a href="#val-iter2" class="anchor"></a><code><span><span class="keyword">val</span> iter2 : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>iter2 f x y</code> applies <code>f : elt -&gt; elt -&gt; elt</code> every pair of elements in <code>x</code> and <code>y</code>. The indices are not passed in the user function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2"><a href="#val-map2" class="anchor"></a><code><span><span class="keyword">val</span> map2 : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>map2 f x y</code> applies <code>f : elt -&gt; elt -&gt; elt</code> every pair of elements in <code>x</code> and <code>y</code>, then saves the result in <code>y</code>. So be careful with the order, it matters, the data reflected by view <code>y</code> will be modified.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_nd"><a href="#val-iteri_nd" class="anchor"></a><code><span><span class="keyword">val</span> iteri_nd : <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Similar to `iteri` but n-d indices are passed in. This function is much slower than `iteri`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_nd"><a href="#val-mapi_nd" class="anchor"></a><code><span><span class="keyword">val</span> mapi_nd : <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-elt">A.elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Similar to `mapi` but n-d indices are passed in. This function is much slower than `mapi`.</p></div></div><h6 id="examination-&amp;-comparison"><a href="#examination-&amp;-comparison" class="anchor"></a>Examination &amp; Comparison</h6><div class="odoc-spec"><div class="spec value anchored" id="val-exists"><a href="#val-exists" class="anchor"></a><code><span><span class="keyword">val</span> exists : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>exists f x</code> checks all the elements in <code>x</code> using <code>f</code>. If at least one element satisfies <code>f</code> then the function returns <code>true</code> otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_exists"><a href="#val-not_exists" class="anchor"></a><code><span><span class="keyword">val</span> not_exists : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>not_exists f x</code> checks all the elements in <code>x</code>, the function returns <code>true</code> only if all the elements fail to satisfy <code>f : float -&gt; bool</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-for_all"><a href="#val-for_all" class="anchor"></a><code><span><span class="keyword">val</span> for_all : <span><span>(<span><a href="argument-1-A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>for_all f x</code> checks all the elements in <code>x</code>, the function returns <code>true</code> if and only if all the elements pass the check of function <code>f</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-equal"><a href="#val-equal" class="anchor"></a><code><span><span class="keyword">val</span> equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>equal x y</code> returns <code>true</code> if <code>x</code> and <code>y</code> are elementwise equal.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>not_equal x y</code> returns <code>true</code> if <code>x</code> and <code>y</code> are not elementwise equal.</p></div></div></div></body></html>
diff --git a/docs/owl-base/Owl_view/index.html b/docs/owl-base/Owl_view/index.html
index 4a31981b8..2e9b4aea6 100644
--- a/docs/owl-base/Owl_view/index.html
+++ b/docs/owl-base/Owl_view/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_view (owl-base.Owl_view)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_view</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_view</span></code></h1><p>View module This module is used to create views atop of an ndarray. The view creation is very light-weighted and avoids copying actual data. You can further create views atop of existing views using slicing functions.</p><p>All the views share the same underlying ndarray and any modification will be reflected on the original ndarray.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Basic/index.html">Owl_types.Ndarray_Basic</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_view (owl-base.Owl_view)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-base</a> &#x00BB; Owl_view</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_view</span></code></h1><p>View module This module is used to create views atop of an ndarray. The view creation is very light-weighted and avoids copying actual data. You can further create views atop of existing views using slicing functions.</p><p>All the views share the same underlying ndarray and any modification will be reflected on the original ndarray.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../Owl_types/module-type-Ndarray_Basic/index.html">Owl_types.Ndarray_Basic</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl-base/index.html b/docs/owl-base/index.html
index 37d004af1..07ad00ef1 100644
--- a/docs/owl-base/index.html
+++ b/docs/owl-base/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>index (owl-base.index)</title><meta charset="utf-8"/><link rel="stylesheet" href="../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – owl-base</nav><header class="odoc-preamble"><h1 id="owl-base-index"><a href="#owl-base-index" class="anchor"></a>owl-base index</h1></header><nav class="odoc-toc"><ul><li><a href="#library-owl-base">Library owl-base</a></li></ul></nav><div class="odoc-content"><h2 id="library-owl-base"><a href="#library-owl-base" class="anchor"></a>Library owl-base</h2><p>This library exposes the following toplevel modules:</p><ul class="modules"><li><a href="Owl_algodiff_check/index.html"><code>Owl_algodiff_check</code></a> </li><li><a href="Owl_algodiff_core/index.html"><code>Owl_algodiff_core</code></a> </li><li><a href="Owl_algodiff_core_sig/index.html"><code>Owl_algodiff_core_sig</code></a> </li><li><a href="Owl_algodiff_generic/index.html"><code>Owl_algodiff_generic</code></a> </li><li><a href="Owl_algodiff_generic_sig/index.html"><code>Owl_algodiff_generic_sig</code></a> </li><li><a href="Owl_algodiff_graph_convert/index.html"><code>Owl_algodiff_graph_convert</code></a> </li><li><a href="Owl_algodiff_graph_convert_sig/index.html"><code>Owl_algodiff_graph_convert_sig</code></a> </li><li><a href="Owl_algodiff_ops/index.html"><code>Owl_algodiff_ops</code></a> </li><li><a href="Owl_algodiff_ops_builder/index.html"><code>Owl_algodiff_ops_builder</code></a> </li><li><a href="Owl_algodiff_ops_builder_sig/index.html"><code>Owl_algodiff_ops_builder_sig</code></a> </li><li><a href="Owl_algodiff_ops_sig/index.html"><code>Owl_algodiff_ops_sig</code></a> </li><li><a href="Owl_algodiff_reverse/index.html"><code>Owl_algodiff_reverse</code></a> </li><li><a href="Owl_algodiff_types/index.html"><code>Owl_algodiff_types</code></a> </li><li><a href="Owl_algodiff_types_sig/index.html"><code>Owl_algodiff_types_sig</code></a> </li><li><a href="Owl_base/index.html"><code>Owl_base</code></a> </li><li><a href="Owl_base_algodiff_primal_ops/index.html"><code>Owl_base_algodiff_primal_ops</code></a> </li><li><a href="Owl_base_complex/index.html"><code>Owl_base_complex</code></a> </li><li><a href="Owl_base_dense_common/index.html"><code>Owl_base_dense_common</code></a> </li><li><a href="Owl_base_dense_matrix_c/index.html"><code>Owl_base_dense_matrix_c</code></a> </li><li><a href="Owl_base_dense_matrix_d/index.html"><code>Owl_base_dense_matrix_d</code></a> </li><li><a href="Owl_base_dense_matrix_generic/index.html"><code>Owl_base_dense_matrix_generic</code></a> <span class="synopsis">Matrix module: including creation, manipulation, and various vectorised mathematical operations.</span></li><li><a href="Owl_base_dense_matrix_intf/index.html"><code>Owl_base_dense_matrix_intf</code></a> </li><li><a href="Owl_base_dense_matrix_s/index.html"><code>Owl_base_dense_matrix_s</code></a> </li><li><a href="Owl_base_dense_matrix_z/index.html"><code>Owl_base_dense_matrix_z</code></a> </li><li><a href="Owl_base_dense_ndarray/index.html"><code>Owl_base_dense_ndarray</code></a> <span class="synopsis">Ndarray: module aliases</span></li><li><a href="Owl_base_dense_ndarray_c/index.html"><code>Owl_base_dense_ndarray_c</code></a> </li><li><a href="Owl_base_dense_ndarray_d/index.html"><code>Owl_base_dense_ndarray_d</code></a> </li><li><a href="Owl_base_dense_ndarray_generic/index.html"><code>Owl_base_dense_ndarray_generic</code></a> <span class="synopsis">N-dimensional array module: including creation, manipulation, and various vectorised mathematical operations.</span></li><li><a href="Owl_base_dense_ndarray_intf/index.html"><code>Owl_base_dense_ndarray_intf</code></a> </li><li><a href="Owl_base_dense_ndarray_s/index.html"><code>Owl_base_dense_ndarray_s</code></a> </li><li><a href="Owl_base_dense_ndarray_z/index.html"><code>Owl_base_dense_ndarray_z</code></a> </li><li><a href="Owl_base_linalg_c/index.html"><code>Owl_base_linalg_c</code></a> </li><li><a href="Owl_base_linalg_d/index.html"><code>Owl_base_linalg_d</code></a> </li><li><a href="Owl_base_linalg_generic/index.html"><code>Owl_base_linalg_generic</code></a> </li><li><a href="Owl_base_linalg_intf/index.html"><code>Owl_base_linalg_intf</code></a> </li><li><a href="Owl_base_linalg_s/index.html"><code>Owl_base_linalg_s</code></a> </li><li><a href="Owl_base_linalg_z/index.html"><code>Owl_base_linalg_z</code></a> </li><li><a href="Owl_base_maths/index.html"><code>Owl_base_maths</code></a> <span class="synopsis">Maths: fundamental and advanced mathematical functions.</span></li><li><a href="Owl_base_slicing/index.html"><code>Owl_base_slicing</code></a> </li><li><a href="Owl_base_stats/index.html"><code>Owl_base_stats</code></a> <span class="synopsis">Statistics: random number generators, PDF and CDF functions, and hypothesis tests. The module also includes some basic statistical functions such as mean, variance, skew, and etc.</span></li><li><a href="Owl_base_stats_dist_bernoulli/index.html"><code>Owl_base_stats_dist_bernoulli</code></a> </li><li><a href="Owl_base_stats_dist_cauchy/index.html"><code>Owl_base_stats_dist_cauchy</code></a> </li><li><a href="Owl_base_stats_dist_exponential/index.html"><code>Owl_base_stats_dist_exponential</code></a> </li><li><a href="Owl_base_stats_dist_gamma/index.html"><code>Owl_base_stats_dist_gamma</code></a> </li><li><a href="Owl_base_stats_dist_gaussian/index.html"><code>Owl_base_stats_dist_gaussian</code></a> </li><li><a href="Owl_base_stats_dist_gumbel1/index.html"><code>Owl_base_stats_dist_gumbel1</code></a> </li><li><a href="Owl_base_stats_dist_gumbel2/index.html"><code>Owl_base_stats_dist_gumbel2</code></a> </li><li><a href="Owl_base_stats_dist_uniform/index.html"><code>Owl_base_stats_dist_uniform</code></a> </li><li><a href="Owl_base_stats_prng/index.html"><code>Owl_base_stats_prng</code></a> </li><li><a href="Owl_computation/index.html"><code>Owl_computation</code></a> </li><li><a href="Owl_computation_cpu_device/index.html"><code>Owl_computation_cpu_device</code></a> </li><li><a href="Owl_computation_cpu_engine/index.html"><code>Owl_computation_cpu_engine</code></a> </li><li><a href="Owl_computation_cpu_eval/index.html"><code>Owl_computation_cpu_eval</code></a> </li><li><a href="Owl_computation_cpu_init/index.html"><code>Owl_computation_cpu_init</code></a> </li><li><a href="Owl_computation_engine/index.html"><code>Owl_computation_engine</code></a> <span class="synopsis">This functor takes a device as its input, then it generates the computation graph module without flattening the module hierarchy.</span></li><li><a href="Owl_computation_engine_sig/index.html"><code>Owl_computation_engine_sig</code></a> </li><li><a href="Owl_computation_graph/index.html"><code>Owl_computation_graph</code></a> </li><li><a href="Owl_computation_graph_sig/index.html"><code>Owl_computation_graph_sig</code></a> </li><li><a href="Owl_computation_operator/index.html"><code>Owl_computation_operator</code></a> </li><li><a href="Owl_computation_operator_sig/index.html"><code>Owl_computation_operator_sig</code></a> </li><li><a href="Owl_computation_optimiser/index.html"><code>Owl_computation_optimiser</code></a> </li><li><a href="Owl_computation_optimiser_sig/index.html"><code>Owl_computation_optimiser_sig</code></a> </li><li><a href="Owl_computation_shape/index.html"><code>Owl_computation_shape</code></a> </li><li><a href="Owl_computation_shape_sig/index.html"><code>Owl_computation_shape_sig</code></a> </li><li><a href="Owl_computation_symbol/index.html"><code>Owl_computation_symbol</code></a> </li><li><a href="Owl_computation_symbol_sig/index.html"><code>Owl_computation_symbol_sig</code></a> </li><li><a href="Owl_computation_type/index.html"><code>Owl_computation_type</code></a> </li><li><a href="Owl_computation_type_sig/index.html"><code>Owl_computation_type_sig</code></a> </li><li><a href="Owl_const/index.html"><code>Owl_const</code></a> <span class="synopsis">Metric system: CGS, MKS, SI, and physical constants.</span></li><li><a href="Owl_countmin_sketch/index.html"><code>Owl_countmin_sketch</code></a> </li><li><a href="Owl_countmin_sketch_sig/index.html"><code>Owl_countmin_sketch_sig</code></a> </li><li><a href="Owl_countmin_table/index.html"><code>Owl_countmin_table</code></a> </li><li><a href="Owl_dataframe/index.html"><code>Owl_dataframe</code></a> </li><li><a href="Owl_exception/index.html"><code>Owl_exception</code></a> </li><li><a href="Owl_graph/index.html"><code>Owl_graph</code></a> <span class="synopsis">Graph module supports basic operations on DAG.</span></li><li><a href="Owl_heavyhitters_sketch/index.html"><code>Owl_heavyhitters_sketch</code></a> </li><li><a href="Owl_heavyhitters_sketch_sig/index.html"><code>Owl_heavyhitters_sketch_sig</code></a> </li><li><a href="Owl_io/index.html"><code>Owl_io</code></a> </li><li><a href="Owl_lazy/index.html"><code>Owl_lazy</code></a> </li><li><a href="Owl_log/index.html"><code>Owl_log</code></a> <span class="synopsis">Log module provides logging functionality.</span></li><li><a href="Owl_maths_interpolate/index.html"><code>Owl_maths_interpolate</code></a> <span class="synopsis">Interpolation and Extrapolation</span></li><li><a href="Owl_maths_quadrature/index.html"><code>Owl_maths_quadrature</code></a> <span class="synopsis">Numerical Integration</span></li><li><a href="Owl_maths_root/index.html"><code>Owl_maths_root</code></a> <span class="synopsis">Root finding algorithms for nonlinear functions</span></li><li><a href="Owl_neural_compiler/index.html"><code>Owl_neural_compiler</code></a> </li><li><a href="Owl_neural_generic/index.html"><code>Owl_neural_generic</code></a> <span class="synopsis">Functor to create neural networks of different precision.</span></li><li><a href="Owl_neural_graph/index.html"><code>Owl_neural_graph</code></a> <span class="synopsis">Neural network: Graphical neural network</span></li><li><a href="Owl_neural_graph_sig/index.html"><code>Owl_neural_graph_sig</code></a> </li><li><a href="Owl_neural_neuron/index.html"><code>Owl_neural_neuron</code></a> <span class="synopsis">Neural network: Neuron definitions</span></li><li><a href="Owl_neural_neuron_sig/index.html"><code>Owl_neural_neuron_sig</code></a> </li><li><a href="Owl_numdiff_generic/index.html"><code>Owl_numdiff_generic</code></a> </li><li><a href="Owl_numdiff_generic_sig/index.html"><code>Owl_numdiff_generic_sig</code></a> <span class="synopsis">Numdiff: numerical differentiation module</span></li><li><a href="Owl_operator/index.html"><code>Owl_operator</code></a> </li><li><a href="Owl_optimise_generic/index.html"><code>Owl_optimise_generic</code></a> <span class="synopsis">Optimisation engine</span></li><li><a href="Owl_optimise_generic_sig/index.html"><code>Owl_optimise_generic_sig</code></a> </li><li><a href="Owl_pretty/index.html"><code>Owl_pretty</code></a> <span class="synopsis">Pretty print the n-dimensional array</span></li><li><a href="Owl_types/index.html"><code>Owl_types</code></a> <span class="synopsis">This module defines the types shared by various sub-libraries in Owl. Note that they just wrappers, to find the exact module signature, please refer to the definition in the corresponding module.</span></li><li><a href="Owl_types_common/index.html"><code>Owl_types_common</code></a> </li><li><a href="Owl_types_computation_device/index.html"><code>Owl_types_computation_device</code></a> </li><li><a href="Owl_types_computation_engine/index.html"><code>Owl_types_computation_engine</code></a> </li><li><a href="Owl_types_maths_basic/index.html"><code>Owl_types_maths_basic</code></a> </li><li><a href="Owl_types_ndarray_algodiff/index.html"><code>Owl_types_ndarray_algodiff</code></a> </li><li><a href="Owl_types_ndarray_basic/index.html"><code>Owl_types_ndarray_basic</code></a> </li><li><a href="Owl_types_ndarray_compare/index.html"><code>Owl_types_ndarray_compare</code></a> </li><li><a href="Owl_types_ndarray_eltcmp/index.html"><code>Owl_types_ndarray_eltcmp</code></a> </li><li><a href="Owl_types_ndarray_mutable/index.html"><code>Owl_types_ndarray_mutable</code></a> </li><li><a href="Owl_types_ndarray_numdiff/index.html"><code>Owl_types_ndarray_numdiff</code></a> </li><li><a href="Owl_types_operator/index.html"><code>Owl_types_operator</code></a> <span class="synopsis">Operator definitions such as add, sub, mul, and div. This signature defines the functions need to be implemented.</span></li><li><a href="Owl_types_stats_basic/index.html"><code>Owl_types_stats_basic</code></a> </li><li><a href="Owl_types_stats_dist/index.html"><code>Owl_types_stats_dist</code></a> </li><li><a href="Owl_utils/index.html"><code>Owl_utils</code></a> <span class="synopsis">Helper functions used in the library</span></li><li><a href="Owl_utils_array/index.html"><code>Owl_utils_array</code></a> </li><li><a href="Owl_utils_heap/index.html"><code>Owl_utils_heap</code></a> </li><li><a href="Owl_utils_infer_shape/index.html"><code>Owl_utils_infer_shape</code></a> </li><li><a href="Owl_utils_multimap/index.html"><code>Owl_utils_multimap</code></a> </li><li><a href="Owl_utils_ndarray/index.html"><code>Owl_utils_ndarray</code></a> </li><li><a href="Owl_utils_stack/index.html"><code>Owl_utils_stack</code></a> </li><li><a href="Owl_view/index.html"><code>Owl_view</code></a> <span class="synopsis">View module This module is used to create views atop of an ndarray. The view creation is very light-weighted and avoids copying actual data. You can further create views atop of existing views using slicing functions.</span></li></ul></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>index (owl-base.index)</title><meta charset="utf-8"/><link rel="stylesheet" href="../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – owl-base</nav><header class="odoc-preamble"><h1 id="owl-base-index"><a href="#owl-base-index" class="anchor"></a>owl-base index</h1></header><nav class="odoc-toc"><ul><li><a href="#library-owl-base">Library owl-base</a></li></ul></nav><div class="odoc-content"><h2 id="library-owl-base"><a href="#library-owl-base" class="anchor"></a>Library owl-base</h2><p>This library exposes the following toplevel modules:</p><ul class="modules"><li><a href="Owl_algodiff_check/index.html"><code>Owl_algodiff_check</code></a> </li><li><a href="Owl_algodiff_core/index.html"><code>Owl_algodiff_core</code></a> </li><li><a href="Owl_algodiff_core_sig/index.html"><code>Owl_algodiff_core_sig</code></a> </li><li><a href="Owl_algodiff_generic/index.html"><code>Owl_algodiff_generic</code></a> </li><li><a href="Owl_algodiff_generic_sig/index.html"><code>Owl_algodiff_generic_sig</code></a> </li><li><a href="Owl_algodiff_graph_convert/index.html"><code>Owl_algodiff_graph_convert</code></a> </li><li><a href="Owl_algodiff_graph_convert_sig/index.html"><code>Owl_algodiff_graph_convert_sig</code></a> </li><li><a href="Owl_algodiff_ops/index.html"><code>Owl_algodiff_ops</code></a> </li><li><a href="Owl_algodiff_ops_builder/index.html"><code>Owl_algodiff_ops_builder</code></a> </li><li><a href="Owl_algodiff_ops_builder_sig/index.html"><code>Owl_algodiff_ops_builder_sig</code></a> </li><li><a href="Owl_algodiff_ops_sig/index.html"><code>Owl_algodiff_ops_sig</code></a> </li><li><a href="Owl_algodiff_reverse/index.html"><code>Owl_algodiff_reverse</code></a> </li><li><a href="Owl_algodiff_types/index.html"><code>Owl_algodiff_types</code></a> </li><li><a href="Owl_algodiff_types_sig/index.html"><code>Owl_algodiff_types_sig</code></a> </li><li><a href="Owl_base/index.html"><code>Owl_base</code></a> </li><li><a href="Owl_base_algodiff_primal_ops/index.html"><code>Owl_base_algodiff_primal_ops</code></a> </li><li><a href="Owl_base_complex/index.html"><code>Owl_base_complex</code></a> </li><li><a href="Owl_base_dense_common/index.html"><code>Owl_base_dense_common</code></a> </li><li><a href="Owl_base_dense_matrix_c/index.html"><code>Owl_base_dense_matrix_c</code></a> </li><li><a href="Owl_base_dense_matrix_d/index.html"><code>Owl_base_dense_matrix_d</code></a> </li><li><a href="Owl_base_dense_matrix_generic/index.html"><code>Owl_base_dense_matrix_generic</code></a> <span class="synopsis">Matrix module: including creation, manipulation, and various vectorised mathematical operations.</span></li><li><a href="Owl_base_dense_matrix_intf/index.html"><code>Owl_base_dense_matrix_intf</code></a> </li><li><a href="Owl_base_dense_matrix_s/index.html"><code>Owl_base_dense_matrix_s</code></a> </li><li><a href="Owl_base_dense_matrix_z/index.html"><code>Owl_base_dense_matrix_z</code></a> </li><li><a href="Owl_base_dense_ndarray/index.html"><code>Owl_base_dense_ndarray</code></a> <span class="synopsis">Ndarray: module aliases</span></li><li><a href="Owl_base_dense_ndarray_c/index.html"><code>Owl_base_dense_ndarray_c</code></a> </li><li><a href="Owl_base_dense_ndarray_d/index.html"><code>Owl_base_dense_ndarray_d</code></a> </li><li><a href="Owl_base_dense_ndarray_generic/index.html"><code>Owl_base_dense_ndarray_generic</code></a> <span class="synopsis">N-dimensional array module: including creation, manipulation, and various vectorised mathematical operations.</span></li><li><a href="Owl_base_dense_ndarray_intf/index.html"><code>Owl_base_dense_ndarray_intf</code></a> </li><li><a href="Owl_base_dense_ndarray_s/index.html"><code>Owl_base_dense_ndarray_s</code></a> </li><li><a href="Owl_base_dense_ndarray_z/index.html"><code>Owl_base_dense_ndarray_z</code></a> </li><li><a href="Owl_base_linalg_c/index.html"><code>Owl_base_linalg_c</code></a> </li><li><a href="Owl_base_linalg_d/index.html"><code>Owl_base_linalg_d</code></a> </li><li><a href="Owl_base_linalg_generic/index.html"><code>Owl_base_linalg_generic</code></a> </li><li><a href="Owl_base_linalg_intf/index.html"><code>Owl_base_linalg_intf</code></a> </li><li><a href="Owl_base_linalg_s/index.html"><code>Owl_base_linalg_s</code></a> </li><li><a href="Owl_base_linalg_z/index.html"><code>Owl_base_linalg_z</code></a> </li><li><a href="Owl_base_maths/index.html"><code>Owl_base_maths</code></a> <span class="synopsis">Maths: fundamental and advanced mathematical functions.</span></li><li><a href="Owl_base_slicing/index.html"><code>Owl_base_slicing</code></a> </li><li><a href="Owl_base_stats/index.html"><code>Owl_base_stats</code></a> <span class="synopsis">Statistics: random number generators, PDF and CDF functions, and hypothesis tests. The module also includes some basic statistical functions such as mean, variance, skew, and etc.</span></li><li><a href="Owl_base_stats_dist_bernoulli/index.html"><code>Owl_base_stats_dist_bernoulli</code></a> </li><li><a href="Owl_base_stats_dist_cauchy/index.html"><code>Owl_base_stats_dist_cauchy</code></a> </li><li><a href="Owl_base_stats_dist_exponential/index.html"><code>Owl_base_stats_dist_exponential</code></a> </li><li><a href="Owl_base_stats_dist_gamma/index.html"><code>Owl_base_stats_dist_gamma</code></a> </li><li><a href="Owl_base_stats_dist_gaussian/index.html"><code>Owl_base_stats_dist_gaussian</code></a> </li><li><a href="Owl_base_stats_dist_gumbel1/index.html"><code>Owl_base_stats_dist_gumbel1</code></a> </li><li><a href="Owl_base_stats_dist_gumbel2/index.html"><code>Owl_base_stats_dist_gumbel2</code></a> </li><li><a href="Owl_base_stats_dist_uniform/index.html"><code>Owl_base_stats_dist_uniform</code></a> </li><li><a href="Owl_base_stats_prng/index.html"><code>Owl_base_stats_prng</code></a> </li><li><a href="Owl_computation/index.html"><code>Owl_computation</code></a> </li><li><a href="Owl_computation_cpu_device/index.html"><code>Owl_computation_cpu_device</code></a> </li><li><a href="Owl_computation_cpu_engine/index.html"><code>Owl_computation_cpu_engine</code></a> </li><li><a href="Owl_computation_cpu_eval/index.html"><code>Owl_computation_cpu_eval</code></a> </li><li><a href="Owl_computation_cpu_init/index.html"><code>Owl_computation_cpu_init</code></a> </li><li><a href="Owl_computation_engine/index.html"><code>Owl_computation_engine</code></a> <span class="synopsis">This functor takes a device as its input, then it generates the computation graph module without flattening the module hierarchy.</span></li><li><a href="Owl_computation_engine_sig/index.html"><code>Owl_computation_engine_sig</code></a> </li><li><a href="Owl_computation_graph/index.html"><code>Owl_computation_graph</code></a> </li><li><a href="Owl_computation_graph_sig/index.html"><code>Owl_computation_graph_sig</code></a> </li><li><a href="Owl_computation_operator/index.html"><code>Owl_computation_operator</code></a> </li><li><a href="Owl_computation_operator_sig/index.html"><code>Owl_computation_operator_sig</code></a> </li><li><a href="Owl_computation_optimiser/index.html"><code>Owl_computation_optimiser</code></a> </li><li><a href="Owl_computation_optimiser_sig/index.html"><code>Owl_computation_optimiser_sig</code></a> </li><li><a href="Owl_computation_shape/index.html"><code>Owl_computation_shape</code></a> </li><li><a href="Owl_computation_shape_sig/index.html"><code>Owl_computation_shape_sig</code></a> </li><li><a href="Owl_computation_symbol/index.html"><code>Owl_computation_symbol</code></a> </li><li><a href="Owl_computation_symbol_sig/index.html"><code>Owl_computation_symbol_sig</code></a> </li><li><a href="Owl_computation_type/index.html"><code>Owl_computation_type</code></a> </li><li><a href="Owl_computation_type_sig/index.html"><code>Owl_computation_type_sig</code></a> </li><li><a href="Owl_const/index.html"><code>Owl_const</code></a> <span class="synopsis">Metric system: CGS, MKS, SI, and physical constants.</span></li><li><a href="Owl_countmin_sketch/index.html"><code>Owl_countmin_sketch</code></a> </li><li><a href="Owl_countmin_sketch_sig/index.html"><code>Owl_countmin_sketch_sig</code></a> </li><li><a href="Owl_countmin_table/index.html"><code>Owl_countmin_table</code></a> </li><li><a href="Owl_dataframe/index.html"><code>Owl_dataframe</code></a> </li><li><a href="Owl_exception/index.html"><code>Owl_exception</code></a> </li><li><a href="Owl_graph/index.html"><code>Owl_graph</code></a> <span class="synopsis">Graph module supports basic operations on DAG.</span></li><li><a href="Owl_heavyhitters_sketch/index.html"><code>Owl_heavyhitters_sketch</code></a> </li><li><a href="Owl_heavyhitters_sketch_sig/index.html"><code>Owl_heavyhitters_sketch_sig</code></a> </li><li><a href="Owl_io/index.html"><code>Owl_io</code></a> </li><li><a href="Owl_lazy/index.html"><code>Owl_lazy</code></a> </li><li><a href="Owl_log/index.html"><code>Owl_log</code></a> <span class="synopsis">Log module provides logging functionality.</span></li><li><a href="Owl_maths_interpolate/index.html"><code>Owl_maths_interpolate</code></a> <span class="synopsis">Interpolation and Extrapolation</span></li><li><a href="Owl_maths_quadrature/index.html"><code>Owl_maths_quadrature</code></a> <span class="synopsis">Numerical Integration</span></li><li><a href="Owl_maths_root/index.html"><code>Owl_maths_root</code></a> <span class="synopsis">Root finding algorithms for nonlinear functions</span></li><li><a href="Owl_neural_compiler/index.html"><code>Owl_neural_compiler</code></a> </li><li><a href="Owl_neural_generic/index.html"><code>Owl_neural_generic</code></a> <span class="synopsis">Functor to create neural networks of different precision.</span></li><li><a href="Owl_neural_graph/index.html"><code>Owl_neural_graph</code></a> <span class="synopsis">Neural network: Graphical neural network</span></li><li><a href="Owl_neural_graph_sig/index.html"><code>Owl_neural_graph_sig</code></a> </li><li><a href="Owl_neural_neuron/index.html"><code>Owl_neural_neuron</code></a> <span class="synopsis">Neural network: Neuron definitions</span></li><li><a href="Owl_neural_neuron_sig/index.html"><code>Owl_neural_neuron_sig</code></a> </li><li><a href="Owl_numdiff_generic/index.html"><code>Owl_numdiff_generic</code></a> </li><li><a href="Owl_numdiff_generic_sig/index.html"><code>Owl_numdiff_generic_sig</code></a> <span class="synopsis">Numdiff: numerical differentiation module</span></li><li><a href="Owl_operator/index.html"><code>Owl_operator</code></a> </li><li><a href="Owl_optimise_generic/index.html"><code>Owl_optimise_generic</code></a> <span class="synopsis">Optimisation engine</span></li><li><a href="Owl_optimise_generic_sig/index.html"><code>Owl_optimise_generic_sig</code></a> </li><li><a href="Owl_pretty/index.html"><code>Owl_pretty</code></a> <span class="synopsis">Pretty print the n-dimensional array</span></li><li><a href="Owl_types/index.html"><code>Owl_types</code></a> <span class="synopsis">This module defines the types shared by various sub-libraries in Owl. Note that they just wrappers, to find the exact module signature, please refer to the definition in the corresponding module.</span></li><li><a href="Owl_types_common/index.html"><code>Owl_types_common</code></a> </li><li><a href="Owl_types_computation_device/index.html"><code>Owl_types_computation_device</code></a> </li><li><a href="Owl_types_computation_engine/index.html"><code>Owl_types_computation_engine</code></a> </li><li><a href="Owl_types_maths_basic/index.html"><code>Owl_types_maths_basic</code></a> </li><li><a href="Owl_types_ndarray_algodiff/index.html"><code>Owl_types_ndarray_algodiff</code></a> </li><li><a href="Owl_types_ndarray_basic/index.html"><code>Owl_types_ndarray_basic</code></a> </li><li><a href="Owl_types_ndarray_compare/index.html"><code>Owl_types_ndarray_compare</code></a> </li><li><a href="Owl_types_ndarray_eltcmp/index.html"><code>Owl_types_ndarray_eltcmp</code></a> </li><li><a href="Owl_types_ndarray_mutable/index.html"><code>Owl_types_ndarray_mutable</code></a> </li><li><a href="Owl_types_ndarray_numdiff/index.html"><code>Owl_types_ndarray_numdiff</code></a> </li><li><a href="Owl_types_operator/index.html"><code>Owl_types_operator</code></a> <span class="synopsis">Operator definitions such as add, sub, mul, and div. This signature defines the functions need to be implemented.</span></li><li><a href="Owl_types_stats_basic/index.html"><code>Owl_types_stats_basic</code></a> </li><li><a href="Owl_types_stats_dist/index.html"><code>Owl_types_stats_dist</code></a> </li><li><a href="Owl_utils/index.html"><code>Owl_utils</code></a> <span class="synopsis">Helper functions used in the library</span></li><li><a href="Owl_utils_array/index.html"><code>Owl_utils_array</code></a> </li><li><a href="Owl_utils_heap/index.html"><code>Owl_utils_heap</code></a> </li><li><a href="Owl_utils_infer_shape/index.html"><code>Owl_utils_infer_shape</code></a> </li><li><a href="Owl_utils_multimap/index.html"><code>Owl_utils_multimap</code></a> </li><li><a href="Owl_utils_ndarray/index.html"><code>Owl_utils_ndarray</code></a> </li><li><a href="Owl_utils_stack/index.html"><code>Owl_utils_stack</code></a> </li><li><a href="Owl_view/index.html"><code>Owl_view</code></a> <span class="synopsis">View module This module is used to create views atop of an ndarray. The view creation is very light-weighted and avoids copying actual data. You can further create views atop of existing views using slicing functions.</span></li></ul></div></body></html>
diff --git a/docs/owl-top/Owl_top/index.html b/docs/owl-top/Owl_top/index.html
index f4dfee73d..13769972f 100644
--- a/docs/owl-top/Owl_top/index.html
+++ b/docs/owl-top/Owl_top/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_top (owl-top.Owl_top)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-top</a> &#x00BB; Owl_top</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_top</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-printers"><a href="#val-printers" class="anchor"></a><code><span><span class="keyword">val</span> printers : <span>string list</span></span></code></div><div class="spec-doc"><p>List of registered pretty printers for Owl.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-install_printers"><a href="#val-install_printers" class="anchor"></a><code><span><span class="keyword">val</span> install_printers : <span><span>string list</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Install all the registered pretty printers.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_top (owl-top.Owl_top)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl-top</a> &#x00BB; Owl_top</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_top</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-printers"><a href="#val-printers" class="anchor"></a><code><span><span class="keyword">val</span> printers : <span>string list</span></span></code></div><div class="spec-doc"><p>List of registered pretty printers for Owl.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-install_printers"><a href="#val-install_printers" class="anchor"></a><code><span><span class="keyword">val</span> install_printers : <span><span>string list</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Install all the registered pretty printers.</p></div></div></div></body></html>
diff --git a/docs/owl-top/index.html b/docs/owl-top/index.html
index 6e20a0b60..2acf4946d 100644
--- a/docs/owl-top/index.html
+++ b/docs/owl-top/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>index (owl-top.index)</title><meta charset="utf-8"/><link rel="stylesheet" href="../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – owl-top</nav><header class="odoc-preamble"><h1 id="owl-top-index"><a href="#owl-top-index" class="anchor"></a>owl-top index</h1></header><nav class="odoc-toc"><ul><li><a href="#library-owl-top">Library owl-top</a></li></ul></nav><div class="odoc-content"><h2 id="library-owl-top"><a href="#library-owl-top" class="anchor"></a>Library owl-top</h2><p>The entry point of this library is the module: <a href="Owl_top/index.html"><code>Owl_top</code></a>.</p></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>index (owl-top.index)</title><meta charset="utf-8"/><link rel="stylesheet" href="../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – owl-top</nav><header class="odoc-preamble"><h1 id="owl-top-index"><a href="#owl-top-index" class="anchor"></a>owl-top index</h1></header><nav class="odoc-toc"><ul><li><a href="#library-owl-top">Library owl-top</a></li></ul></nav><div class="odoc-content"><h2 id="library-owl-top"><a href="#library-owl-top" class="anchor"></a>Library owl-top</h2><p>The entry point of this library is the module: <a href="Owl_top/index.html"><code>Owl_top</code></a>.</p></div></body></html>
diff --git a/docs/owl/Owl/Arr/index.html b/docs/owl/Owl/Arr/index.html
index 4367c99d8..e80f20f74 100644
--- a/docs/owl/Owl/Arr/index.html
+++ b/docs/owl/Owl/Arr/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Owl.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray/D/index.html">Owl_dense.Ndarray.D</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_d/index.html">Owl_dense_ndarray_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Owl.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray/D/index.html">Owl_dense.Ndarray.D</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_d/index.html">Owl_dense_ndarray_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html">Owl_dense_ndarray_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
diff --git a/docs/owl/Owl/Mat/index.html b/docs/owl/Owl/Mat/index.html
index 4a36e09bb..9a867414e 100644
--- a/docs/owl/Owl/Mat/index.html
+++ b/docs/owl/Owl/Mat/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Owl.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix/D/index.html">Owl_dense.Matrix.D</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_d/index.html">Owl_dense_matrix_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Owl.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix/D/index.html">Owl_dense.Matrix.D</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_d/index.html">Owl_dense_matrix_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><h6 id="iterate-elements,-columns,-and-rows."><a href="#iterate-elements,-columns,-and-rows." class="anchor"></a>Iterate elements, columns, and rows.</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scani"><a href="#val-scani" class="anchor"></a><code><span><span class="keyword">val</span> scani : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_2d"><a href="#val-iteri_2d" class="anchor"></a><code><span><span class="keyword">val</span> iteri_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_2d"><a href="#val-mapi_2d" class="anchor"></a><code><span><span class="keyword">val</span> mapi_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi_2d"><a href="#val-foldi_2d" class="anchor"></a><code><span><span class="keyword">val</span> foldi_2d : 
diff --git a/docs/owl/Owl/index.html b/docs/owl/Owl/index.html
index 4ae0c900f..c730421b0 100644
--- a/docs/owl/Owl/index.html
+++ b/docs/owl/Owl/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl (owl.Owl)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl</nav><header class="odoc-preamble"><h1>Module <code><span>Owl</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../owl-base/Owl_types/index.html">Owl_types</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../owl-base/Owl_types_common/index.html">Owl_types_common</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-number"><a href="#type-number" class="anchor"></a><code><span><span class="keyword">type</span> number</span><span> = <a href="../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span><span> = </span></code><ol><li id="type-number.F32" class="def variant constructor anchored"><a href="#type-number.F32" class="anchor"></a><code><span>| </span><span><span class="constructor">F32</span></span></code></li><li id="type-number.F64" class="def variant constructor anchored"><a href="#type-number.F64" class="anchor"></a><code><span>| </span><span><span class="constructor">F64</span></span></code></li><li id="type-number.C32" class="def variant constructor anchored"><a href="#type-number.C32" class="anchor"></a><code><span>| </span><span><span class="constructor">C32</span></span></code></li><li id="type-number.C64" class="def variant constructor anchored"><a href="#type-number.C64" class="anchor"></a><code><span>| </span><span><span class="constructor">C64</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr"><a href="#type-owl_arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr</span></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl (owl.Owl)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl</nav><header class="odoc-preamble"><h1>Module <code><span>Owl</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../owl-base/Owl_types/index.html">Owl_types</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../owl-base/Owl_types_common/index.html">Owl_types_common</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-number"><a href="#type-number" class="anchor"></a><code><span><span class="keyword">type</span> number</span><span> = <a href="../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span><span> = </span></code><ol><li id="type-number.F32" class="def variant constructor anchored"><a href="#type-number.F32" class="anchor"></a><code><span>| </span><span><span class="constructor">F32</span></span></code></li><li id="type-number.F64" class="def variant constructor anchored"><a href="#type-number.F64" class="anchor"></a><code><span>| </span><span><span class="constructor">F64</span></span></code></li><li id="type-number.C32" class="def variant constructor anchored"><a href="#type-number.C32" class="anchor"></a><code><span>| </span><span><span class="constructor">C32</span></span></code></li><li id="type-number.C64" class="def variant constructor anchored"><a href="#type-number.C64" class="anchor"></a><code><span>| </span><span><span class="constructor">C64</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr"><a href="#type-owl_arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr</span></span><span> =
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-index"><a href="#type-index" class="anchor"></a><code><span><span class="keyword">type</span> index</span><span> = <a href="../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a></span><span> = </span></code><ol><li id="type-index.I" class="def variant constructor anchored"><a href="#type-index.I" class="anchor"></a><code><span>| </span><span><span class="constructor">I</span> <span class="keyword">of</span> int</span></code></li><li id="type-index.L" class="def variant constructor anchored"><a href="#type-index.L" class="anchor"></a><code><span>| </span><span><span class="constructor">L</span> <span class="keyword">of</span> <span>int list</span></span></code></li><li id="type-index.R" class="def variant constructor anchored"><a href="#type-index.R" class="anchor"></a><code><span>| </span><span><span class="constructor">R</span> <span class="keyword">of</span> <span>int list</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-slice"><a href="#type-slice" class="anchor"></a><code><span><span class="keyword">type</span> slice</span><span> = <span><a href="#type-index">index</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-index_"><a href="#type-index_" class="anchor"></a><code><span><span class="keyword">type</span> index_</span><span> = <a href="../../owl-base/Owl_types_common/index.html#type-index_">Owl_types_common.index_</a></span><span> = </span></code><ol><li id="type-index_.I_" class="def variant constructor anchored"><a href="#type-index_.I_" class="anchor"></a><code><span>| </span><span><span class="constructor">I_</span> <span class="keyword">of</span> int</span></code></li><li id="type-index_.L_" class="def variant constructor anchored"><a href="#type-index_.L_" class="anchor"></a><code><span>| </span><span><span class="constructor">L_</span> <span class="keyword">of</span> <span>int array</span></span></code></li><li id="type-index_.R_" class="def variant constructor anchored"><a href="#type-index_.R_" class="anchor"></a><code><span>| </span><span><span class="constructor">R_</span> <span class="keyword">of</span> <span>int array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-slice_"><a href="#type-slice_" class="anchor"></a><code><span><span class="keyword">type</span> slice_</span><span> = <span><a href="#type-index_">index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-padding"><a href="#type-padding" class="anchor"></a><code><span><span class="keyword">type</span> padding</span><span> = <a href="../../owl-base/Owl_types_common/index.html#type-padding">Owl_types_common.padding</a></span><span> = </span></code><ol><li id="type-padding.SAME" class="def variant constructor anchored"><a href="#type-padding.SAME" class="anchor"></a><code><span>| </span><span><span class="constructor">SAME</span></span></code></li><li id="type-padding.VALID" class="def variant constructor anchored"><a href="#type-padding.VALID" class="anchor"></a><code><span>| </span><span><span class="constructor">VALID</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-device_type"><a href="#type-device_type" class="anchor"></a><code><span><span class="keyword">type</span> device_type</span><span> = <a href="../../owl-base/Owl_types_common/index.html#type-device_type">Owl_types_common.device_type</a></span><span> = </span></code><ol><li id="type-device_type.CPU" class="def variant constructor anchored"><a href="#type-device_type.CPU" class="anchor"></a><code><span>| </span><span><span class="constructor">CPU</span></span></code></li><li id="type-device_type.OpenCL" class="def variant constructor anchored"><a href="#type-device_type.OpenCL" class="anchor"></a><code><span>| </span><span><span class="constructor">OpenCL</span></span></code></li><li id="type-device_type.CUDA" class="def variant constructor anchored"><a href="#type-device_type.CUDA" class="anchor"></a><code><span>| </span><span><span class="constructor">CUDA</span></span></code></li></ol></div></div></details></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Ndarray_Basic"><a href="#module-type-Ndarray_Basic" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> Ndarray_Basic</span><span> = <a href="../../owl-base/Owl_types/module-type-Ndarray_Basic/index.html">Owl_types.Ndarray_Basic</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Ndarray_Compare"><a href="#module-type-Ndarray_Compare" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> Ndarray_Compare</span><span> = <a href="../../owl-base/Owl_types/module-type-Ndarray_Compare/index.html">Owl_types.Ndarray_Compare</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Ndarray_Mutable"><a href="#module-type-Ndarray_Mutable" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> Ndarray_Mutable</span><span> = <a href="../../owl-base/Owl_types/module-type-Ndarray_Mutable/index.html">Owl_types.Ndarray_Mutable</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Ndarray_Algodiff"><a href="#module-type-Ndarray_Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> Ndarray_Algodiff</span><span> = <a href="../../owl-base/Owl_types/module-type-Ndarray_Algodiff/index.html">Owl_types.Ndarray_Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Ndarray_Numdiff"><a href="#module-type-Ndarray_Numdiff" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> Ndarray_Numdiff</span><span> = <a href="../../owl-base/Owl_types/module-type-Ndarray_Numdiff/index.html">Owl_types.Ndarray_Numdiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Stats_Dist"><a href="#module-type-Stats_Dist" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> Stats_Dist</span><span> = <a href="../../owl-base/Owl_types/module-type-Stats_Dist/index.html">Owl_types.Stats_Dist</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Computation_Device"><a href="#module-type-Computation_Device" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> Computation_Device</span><span> = <a href="../../owl-base/Owl_types/module-type-Computation_Device/index.html">Owl_types.Computation_Device</a></span></code></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-version"><a href="#val-version" class="anchor"></a><code><span><span class="keyword">val</span> version : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-float32"><a href="#val-float32" class="anchor"></a><code><span><span class="keyword">val</span> float32 : <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-float64"><a href="#val-float64" class="anchor"></a><code><span><span class="keyword">val</span> float64 : <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-complex32"><a href="#val-complex32" class="anchor"></a><code><span><span class="keyword">val</span> complex32 : 
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-complex64"><a href="#val-complex64" class="anchor"></a><code><span><span class="keyword">val</span> complex64 : 
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div></div><p>Make alias of the modules in Owl for your convenience.</p><div class="odoc-spec"><div class="spec module anchored" id="module-Const"><a href="#module-Const" class="anchor"></a><code><span><span class="keyword">module</span> Const</span><span> = <a href="../../owl-base/Owl_const/index.html">Owl_const</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Exception"><a href="#module-Exception" class="anchor"></a><code><span><span class="keyword">module</span> Exception</span><span> = <a href="../../owl-base/Owl_exception/index.html">Owl_exception</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dense"><a href="#module-Dense" class="anchor"></a><code><span><span class="keyword">module</span> Dense</span><span> = <a href="../Owl_dense/index.html">Owl_dense</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> Maths</span><span> = <a href="../Owl_maths/index.html">Owl_maths</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stats"><a href="#module-Stats" class="anchor"></a><code><span><span class="keyword">module</span> Stats</span><span> = <a href="../Owl_stats/index.html">Owl_stats</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> Linalg</span><span> = <a href="../Owl_linalg/index.html">Owl_linalg</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="../Owl_algodiff/index.html">Owl_algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="../Owl_optimise/index.html">Owl_optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regression"><a href="#module-Regression" class="anchor"></a><code><span><span class="keyword">module</span> Regression</span><span> = <a href="../Owl_regression/index.html">Owl_regression</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Neural"><a href="#module-Neural" class="anchor"></a><code><span><span class="keyword">module</span> Neural</span><span> = <a href="../Owl_neural/index.html">Owl_neural</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Fft"><a href="#module-Fft" class="anchor"></a><code><span><span class="keyword">module</span> Fft</span><span> = <a href="../Owl_fft/index.html">Owl_fft</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Cluster"><a href="#module-Cluster" class="anchor"></a><code><span><span class="keyword">module</span> Cluster</span><span> = <a href="../Owl_cluster/index.html">Owl_cluster</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> Utils</span><span> = <a href="../../owl-base/Owl_utils/index.html">Owl_utils</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dataset"><a href="#module-Dataset" class="anchor"></a><code><span><span class="keyword">module</span> Dataset</span><span> = <a href="../Owl_dataset/index.html">Owl_dataset</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dataframe"><a href="#module-Dataframe" class="anchor"></a><code><span><span class="keyword">module</span> Dataframe</span><span> = <a href="../../owl-base/Owl_dataframe/index.html">Owl_dataframe</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lazy"><a href="#module-Lazy" class="anchor"></a><code><span><span class="keyword">module</span> Lazy</span><span> = <a href="../../owl-base/Owl_lazy/index.html">Owl_lazy</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> Graph</span><span> = <a href="../../owl-base/Owl_graph/index.html">Owl_graph</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Nlp"><a href="#module-Nlp" class="anchor"></a><code><span><span class="keyword">module</span> Nlp</span><span> = <a href="../Owl_nlp/index.html">Owl_nlp</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Log"><a href="#module-Log" class="anchor"></a><code><span><span class="keyword">module</span> Log</span><span> = <a href="../../owl-base/Owl_log/index.html">Owl_log</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Computation"><a href="#module-Computation" class="anchor"></a><code><span><span class="keyword">module</span> Computation</span><span> = <a href="../../owl-base/Owl_computation/index.html">Owl_computation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Signal"><a href="#module-Signal" class="anchor"></a><code><span><span class="keyword">module</span> Signal</span><span> = <a href="../Owl_signal/index.html">Owl_signal</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Cblas"><a href="#module-Cblas" class="anchor"></a><code><span><span class="keyword">module</span> Cblas</span><span> = <a href="../Owl_cblas/index.html">Owl_cblas</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lapacke"><a href="#module-Lapacke" class="anchor"></a><code><span><span class="keyword">module</span> Lapacke</span><span> = <a href="../Owl_lapacke/index.html">Owl_lapacke</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/D/A/Linalg/index.html b/docs/owl/Owl_algodiff/D/A/Linalg/index.html
index 923fe4735..eab12a79d 100644
--- a/docs/owl/Owl_algodiff/D/A/Linalg/index.html
+++ b/docs/owl/Owl_algodiff/D/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff.D.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff.D.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/D/A/Mat/index.html b/docs/owl/Owl_algodiff/D/A/Mat/index.html
index 7e98942fc..dc3a681f0 100644
--- a/docs/owl/Owl_algodiff/D/A/Mat/index.html
+++ b/docs/owl/Owl_algodiff/D/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff.D.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff.D.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/D/A/Scalar/index.html b/docs/owl/Owl_algodiff/D/A/Scalar/index.html
index 8deef5006..95772340e 100644
--- a/docs/owl/Owl_algodiff/D/A/Scalar/index.html
+++ b/docs/owl/Owl_algodiff/D/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_algodiff.D.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_algodiff.D.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/D/A/index.html b/docs/owl/Owl_algodiff/D/A/index.html
index 4a99d52eb..05d760d2f 100644
--- a/docs/owl/Owl_algodiff/D/A/index.html
+++ b/docs/owl/Owl_algodiff/D/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_algodiff.D.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>D.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../Owl_algodiff_primal_ops/D/index.html#type-arr">Owl_algodiff_primal_ops.D.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../Owl_algodiff_primal_ops/D/index.html#type-elt">Owl_algodiff_primal_ops.D.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_algodiff.D.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>D.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../Owl_algodiff_primal_ops/D/index.html#type-arr">Owl_algodiff_primal_ops.D.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../Owl_algodiff_primal_ops/D/index.html#type-elt">Owl_algodiff_primal_ops.D.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/D/Arr/index.html b/docs/owl/Owl_algodiff/D/Arr/index.html
index f7da6ae7c..78a421353 100644
--- a/docs/owl/Owl_algodiff/D/Arr/index.html
+++ b/docs/owl/Owl_algodiff/D/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_algodiff.D.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>D.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_algodiff.D.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>D.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/D/Builder/index.html b/docs/owl/Owl_algodiff/D/Builder/index.html
index d782ac69d..ba96fc0cc 100644
--- a/docs/owl/Owl_algodiff/D/Builder/index.html
+++ b/docs/owl/Owl_algodiff/D/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_algodiff.D.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>D.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_algodiff.D.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>D.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/D/Builder/module-type-Aiso/index.html b/docs/owl/Owl_algodiff/D/Builder/module-type-Aiso/index.html
index 8e43f5aad..83dc98d92 100644
--- a/docs/owl/Owl_algodiff/D/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_algodiff/D/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_algodiff.D.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_algodiff.D.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/D/Builder/module-type-Piso/index.html b/docs/owl/Owl_algodiff/D/Builder/module-type-Piso/index.html
index 9216ea1a2..0f18e5204 100644
--- a/docs/owl/Owl_algodiff/D/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_algodiff/D/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_algodiff.D.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_algodiff.D.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/D/Builder/module-type-Siao/index.html b/docs/owl/Owl_algodiff/D/Builder/module-type-Siao/index.html
index 33195ed3c..3c7030938 100644
--- a/docs/owl/Owl_algodiff/D/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_algodiff/D/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_algodiff.D.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_algodiff.D.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/D/Builder/module-type-Sipo/index.html b/docs/owl/Owl_algodiff/D/Builder/module-type-Sipo/index.html
index 3603bab53..b000b43be 100644
--- a/docs/owl/Owl_algodiff/D/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_algodiff/D/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_algodiff.D.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_algodiff.D.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/D/Builder/module-type-Siso/index.html b/docs/owl/Owl_algodiff/D/Builder/module-type-Siso/index.html
index 022fa3cef..912f066ad 100644
--- a/docs/owl/Owl_algodiff/D/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_algodiff/D/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_algodiff.D.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_algodiff.D.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/D/Builder/module-type-Sito/index.html b/docs/owl/Owl_algodiff/D/Builder/module-type-Sito/index.html
index 6e7bb8468..1d6ad6390 100644
--- a/docs/owl/Owl_algodiff/D/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_algodiff/D/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_algodiff.D.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_algodiff.D.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/D/Linalg/index.html b/docs/owl/Owl_algodiff/D/Linalg/index.html
index 50e71be7a..5fb40c1a9 100644
--- a/docs/owl/Owl_algodiff/D/Linalg/index.html
+++ b/docs/owl/Owl_algodiff/D/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff.D.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>D.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff.D.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>D.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/D/Mat/index.html b/docs/owl/Owl_algodiff/D/Mat/index.html
index e11433bfc..bdd07a00e 100644
--- a/docs/owl/Owl_algodiff/D/Mat/index.html
+++ b/docs/owl/Owl_algodiff/D/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff.D.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>D.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff.D.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>D.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/D/Maths/index.html b/docs/owl/Owl_algodiff/D/Maths/index.html
index dad55b877..cd59bd443 100644
--- a/docs/owl/Owl_algodiff/D/Maths/index.html
+++ b/docs/owl/Owl_algodiff/D/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_algodiff.D.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>D.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_algodiff.D.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>D.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/D/NN/index.html b/docs/owl/Owl_algodiff/D/NN/index.html
index edb73ba2b..65e0c9fba 100644
--- a/docs/owl/Owl_algodiff/D/NN/index.html
+++ b/docs/owl/Owl_algodiff/D/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_algodiff.D.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>D.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_algodiff.D.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>D.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/D/index.html b/docs/owl/Owl_algodiff/D/index.html
index 02521260f..3cab0c1a4 100644
--- a/docs/owl/Owl_algodiff/D/index.html
+++ b/docs/owl/Owl_algodiff/D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_algodiff.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_algodiff</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff.D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D).t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_algodiff.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_algodiff</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff.D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D).t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/S/A/Linalg/index.html b/docs/owl/Owl_algodiff/S/A/Linalg/index.html
index 5abd4fd8d..cf083d786 100644
--- a/docs/owl/Owl_algodiff/S/A/Linalg/index.html
+++ b/docs/owl/Owl_algodiff/S/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff.S.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff.S.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/S/A/Mat/index.html b/docs/owl/Owl_algodiff/S/A/Mat/index.html
index 3d05a5909..588d3a6f1 100644
--- a/docs/owl/Owl_algodiff/S/A/Mat/index.html
+++ b/docs/owl/Owl_algodiff/S/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff.S.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff.S.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/S/A/Scalar/index.html b/docs/owl/Owl_algodiff/S/A/Scalar/index.html
index 24755a47d..69255c8c6 100644
--- a/docs/owl/Owl_algodiff/S/A/Scalar/index.html
+++ b/docs/owl/Owl_algodiff/S/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_algodiff.S.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_algodiff.S.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/S/A/index.html b/docs/owl/Owl_algodiff/S/A/index.html
index 05bfdde3b..8fa17e8f4 100644
--- a/docs/owl/Owl_algodiff/S/A/index.html
+++ b/docs/owl/Owl_algodiff/S/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_algodiff.S.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>S.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../Owl_algodiff_primal_ops/S/index.html#type-arr">Owl_algodiff_primal_ops.S.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../Owl_algodiff_primal_ops/S/index.html#type-elt">Owl_algodiff_primal_ops.S.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_algodiff.S.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>S.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../Owl_algodiff_primal_ops/S/index.html#type-arr">Owl_algodiff_primal_ops.S.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../Owl_algodiff_primal_ops/S/index.html#type-elt">Owl_algodiff_primal_ops.S.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/S/Arr/index.html b/docs/owl/Owl_algodiff/S/Arr/index.html
index d0cf6f640..25750f861 100644
--- a/docs/owl/Owl_algodiff/S/Arr/index.html
+++ b/docs/owl/Owl_algodiff/S/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_algodiff.S.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>S.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_algodiff.S.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>S.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/S/Builder/index.html b/docs/owl/Owl_algodiff/S/Builder/index.html
index ea0dc3222..9e7961f58 100644
--- a/docs/owl/Owl_algodiff/S/Builder/index.html
+++ b/docs/owl/Owl_algodiff/S/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_algodiff.S.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>S.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_algodiff.S.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>S.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/S/Builder/module-type-Aiso/index.html b/docs/owl/Owl_algodiff/S/Builder/module-type-Aiso/index.html
index 95b1e4997..0e5dfbff5 100644
--- a/docs/owl/Owl_algodiff/S/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_algodiff/S/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_algodiff.S.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_algodiff.S.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/S/Builder/module-type-Piso/index.html b/docs/owl/Owl_algodiff/S/Builder/module-type-Piso/index.html
index 40b70d7f1..c605dc37e 100644
--- a/docs/owl/Owl_algodiff/S/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_algodiff/S/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_algodiff.S.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_algodiff.S.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/S/Builder/module-type-Siao/index.html b/docs/owl/Owl_algodiff/S/Builder/module-type-Siao/index.html
index 1c1379e36..d2970f665 100644
--- a/docs/owl/Owl_algodiff/S/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_algodiff/S/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_algodiff.S.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_algodiff.S.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/S/Builder/module-type-Sipo/index.html b/docs/owl/Owl_algodiff/S/Builder/module-type-Sipo/index.html
index 2bed88871..a8a157e07 100644
--- a/docs/owl/Owl_algodiff/S/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_algodiff/S/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_algodiff.S.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_algodiff.S.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/S/Builder/module-type-Siso/index.html b/docs/owl/Owl_algodiff/S/Builder/module-type-Siso/index.html
index 45d4213b0..d89ea4f6c 100644
--- a/docs/owl/Owl_algodiff/S/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_algodiff/S/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_algodiff.S.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_algodiff.S.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/S/Builder/module-type-Sito/index.html b/docs/owl/Owl_algodiff/S/Builder/module-type-Sito/index.html
index 23a616101..870f8c3e4 100644
--- a/docs/owl/Owl_algodiff/S/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_algodiff/S/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_algodiff.S.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_algodiff.S.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_algodiff</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/S/Linalg/index.html b/docs/owl/Owl_algodiff/S/Linalg/index.html
index 6b688274e..7b2bf2a39 100644
--- a/docs/owl/Owl_algodiff/S/Linalg/index.html
+++ b/docs/owl/Owl_algodiff/S/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff.S.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>S.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff.S.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>S.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/S/Mat/index.html b/docs/owl/Owl_algodiff/S/Mat/index.html
index abd92a20e..685b7b0aa 100644
--- a/docs/owl/Owl_algodiff/S/Mat/index.html
+++ b/docs/owl/Owl_algodiff/S/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff.S.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>S.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff.S.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>S.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/S/Maths/index.html b/docs/owl/Owl_algodiff/S/Maths/index.html
index 23023188a..2446316cb 100644
--- a/docs/owl/Owl_algodiff/S/Maths/index.html
+++ b/docs/owl/Owl_algodiff/S/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_algodiff.S.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>S.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_algodiff.S.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>S.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/S/NN/index.html b/docs/owl/Owl_algodiff/S/NN/index.html
index 8f516d2b1..dda3903c4 100644
--- a/docs/owl/Owl_algodiff/S/NN/index.html
+++ b/docs/owl/Owl_algodiff/S/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_algodiff.S.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>S.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_algodiff.S.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>S.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_algodiff/S/index.html b/docs/owl/Owl_algodiff/S/index.html
index c29955821..e4894574e 100644
--- a/docs/owl/Owl_algodiff/S/index.html
+++ b/docs/owl/Owl_algodiff/S/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_algodiff.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_algodiff</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff.S</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S).t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_algodiff.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_algodiff</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff.S</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S).t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff/index.html b/docs/owl/Owl_algodiff/index.html
index 660df4e3d..3bb87e0b6 100644
--- a/docs/owl/Owl_algodiff/index.html
+++ b/docs/owl/Owl_algodiff/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff (owl.Owl_algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff (owl.Owl_algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff_primal_ops/D/Linalg/index.html b/docs/owl/Owl_algodiff_primal_ops/D/Linalg/index.html
index 53601d5bc..d6047a5ae 100644
--- a/docs/owl/Owl_algodiff_primal_ops/D/Linalg/index.html
+++ b/docs/owl/Owl_algodiff_primal_ops/D/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff_primal_ops.D.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>D.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_linalg/D/index.html">Owl_linalg.D</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_linalg_d/index.html">Owl_linalg_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../../Owl_dense_matrix_d/index.html#type-mat">Owl_dense_matrix_d.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../../Owl_dense_matrix_z/index.html#type-mat">Owl_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff_primal_ops.D.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>D.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_linalg/D/index.html">Owl_linalg.D</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_linalg_d/index.html">Owl_linalg_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../../Owl_dense_matrix_d/index.html#type-mat">Owl_dense_matrix_d.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../../Owl_dense_matrix_z/index.html#type-mat">Owl_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_linalg_intf/module-type-Common/index.html#type-complex_mat">complex_mat</a> := <a href="#type-complex_mat">complex_mat</a></span>
diff --git a/docs/owl/Owl_algodiff_primal_ops/D/Mat/index.html b/docs/owl/Owl_algodiff_primal_ops/D/Mat/index.html
index 8eb7abe4f..5034dae90 100644
--- a/docs/owl/Owl_algodiff_primal_ops/D/Mat/index.html
+++ b/docs/owl/Owl_algodiff_primal_ops/D/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff_primal_ops.D.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>D.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff_primal_ops.D.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>D.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/D/index.html#type-mat">Owl_dense_matrix.D.mat</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff_primal_ops/D/index.html b/docs/owl/Owl_algodiff_primal_ops/D/index.html
index 17496b069..01d412ec5 100644
--- a/docs/owl/Owl_algodiff_primal_ops/D/index.html
+++ b/docs/owl/Owl_algodiff_primal_ops/D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_algodiff_primal_ops.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_algodiff_primal_ops</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_primal_ops.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray/D/index.html">Owl_dense_ndarray.D</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_d/index.html">Owl_dense_ndarray_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_algodiff_primal_ops.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_algodiff_primal_ops</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_primal_ops.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray/D/index.html">Owl_dense_ndarray.D</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_d/index.html">Owl_dense_ndarray_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html">Owl_dense_ndarray_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
diff --git a/docs/owl/Owl_algodiff_primal_ops/S/Linalg/index.html b/docs/owl/Owl_algodiff_primal_ops/S/Linalg/index.html
index 2b6bd506d..30519c6fe 100644
--- a/docs/owl/Owl_algodiff_primal_ops/S/Linalg/index.html
+++ b/docs/owl/Owl_algodiff_primal_ops/S/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff_primal_ops.S.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>S.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_linalg/S/index.html">Owl_linalg.S</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_linalg_s/index.html">Owl_linalg_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../../Owl_dense_matrix_s/index.html#type-mat">Owl_dense_matrix_s.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../../Owl_dense_matrix_c/index.html#type-mat">Owl_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_algodiff_primal_ops.S.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>S.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_linalg/S/index.html">Owl_linalg.S</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../../Owl_linalg_s/index.html">Owl_linalg_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../../Owl_dense_matrix_s/index.html#type-mat">Owl_dense_matrix_s.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../../Owl_dense_matrix_c/index.html#type-mat">Owl_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../Owl_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../Owl_linalg_intf/module-type-Common/index.html#type-complex_mat">complex_mat</a> := <a href="#type-complex_mat">complex_mat</a></span>
diff --git a/docs/owl/Owl_algodiff_primal_ops/S/Mat/index.html b/docs/owl/Owl_algodiff_primal_ops/S/Mat/index.html
index 2136bd5c3..782b2a24c 100644
--- a/docs/owl/Owl_algodiff_primal_ops/S/Mat/index.html
+++ b/docs/owl/Owl_algodiff_primal_ops/S/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff_primal_ops.S.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>S.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_algodiff_primal_ops.S.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_algodiff_primal_ops</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>S.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../../Owl_dense_matrix/S/index.html#type-mat">Owl_dense_matrix.S.mat</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_algodiff_primal_ops/S/index.html b/docs/owl/Owl_algodiff_primal_ops/S/index.html
index 40b5c4ae6..a9c290329 100644
--- a/docs/owl/Owl_algodiff_primal_ops/S/index.html
+++ b/docs/owl/Owl_algodiff_primal_ops/S/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_algodiff_primal_ops.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_algodiff_primal_ops</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_primal_ops.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray/S/index.html">Owl_dense_ndarray.S</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_s/index.html">Owl_dense_ndarray_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_algodiff_primal_ops.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_algodiff_primal_ops</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_primal_ops.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray/S/index.html">Owl_dense_ndarray.S</a> <span class="keyword">end</span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_s/index.html">Owl_dense_ndarray_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html">Owl_dense_ndarray_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
diff --git a/docs/owl/Owl_algodiff_primal_ops/index.html b/docs/owl/Owl_algodiff_primal_ops/index.html
index d24b70d6a..c4076fdfd 100644
--- a/docs/owl/Owl_algodiff_primal_ops/index.html
+++ b/docs/owl/Owl_algodiff_primal_ops/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_primal_ops (owl.Owl_algodiff_primal_ops)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_algodiff_primal_ops</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_primal_ops</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_algodiff_primal_ops (owl.Owl_algodiff_primal_ops)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_algodiff_primal_ops</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_algodiff_primal_ops</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_cblas/index.html b/docs/owl/Owl_cblas/index.html
index 777e75854..6ccd5139b 100644
--- a/docs/owl/Owl_cblas/index.html
+++ b/docs/owl/Owl_cblas/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_cblas (owl.Owl_cblas)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_cblas</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_cblas</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#level-1-blas:-vector-vector-operations">Level-1 BLAS: vector-vector operations</a></li><li><a href="#level-2-blas:-matrix-vector-operations">Level-2 BLAS: matrix-vector operations</a></li><li><a href="#level-3-blas:-matrix-matrix-operations">Level-3 BLAS: matrix-matrix operations</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>The default type is Bigarray's Genarray.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-side"><a href="#type-side" class="anchor"></a><code><span><span class="keyword">type</span> side</span><span> = <a href="../Owl_cblas_basic/index.html#type-cblas_side">Owl_cblas_basic.cblas_side</a></span></code></div><div class="spec-doc"><p>Upper or lower triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-uplo"><a href="#type-uplo" class="anchor"></a><code><span><span class="keyword">type</span> uplo</span><span> = <a href="../Owl_cblas_basic/index.html#type-cblas_uplo">Owl_cblas_basic.cblas_uplo</a></span></code></div><div class="spec-doc"><p>Side type</p></div></div><h6 id="level-1-blas:-vector-vector-operations"><a href="#level-1-blas:-vector-vector-operations" class="anchor"></a>Level-1 BLAS: vector-vector operations</h6><h6 id="level-2-blas:-matrix-vector-operations"><a href="#level-2-blas:-matrix-vector-operations" class="anchor"></a>Level-2 BLAS: matrix-vector operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-gemv"><a href="#val-gemv" class="anchor"></a><code><span><span class="keyword">val</span> gemv : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_cblas (owl.Owl_cblas)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_cblas</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_cblas</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#level-1-blas:-vector-vector-operations">Level-1 BLAS: vector-vector operations</a></li><li><a href="#level-2-blas:-matrix-vector-operations">Level-2 BLAS: matrix-vector operations</a></li><li><a href="#level-3-blas:-matrix-matrix-operations">Level-3 BLAS: matrix-matrix operations</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>The default type is Bigarray's Genarray.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-side"><a href="#type-side" class="anchor"></a><code><span><span class="keyword">type</span> side</span><span> = <a href="../Owl_cblas_basic/index.html#type-cblas_side">Owl_cblas_basic.cblas_side</a></span></code></div><div class="spec-doc"><p>Upper or lower triangular matrix.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-uplo"><a href="#type-uplo" class="anchor"></a><code><span><span class="keyword">type</span> uplo</span><span> = <a href="../Owl_cblas_basic/index.html#type-cblas_uplo">Owl_cblas_basic.cblas_uplo</a></span></code></div><div class="spec-doc"><p>Side type</p></div></div><h6 id="level-1-blas:-vector-vector-operations"><a href="#level-1-blas:-vector-vector-operations" class="anchor"></a>Level-1 BLAS: vector-vector operations</h6><h6 id="level-2-blas:-matrix-vector-operations"><a href="#level-2-blas:-matrix-vector-operations" class="anchor"></a>Level-2 BLAS: matrix-vector operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-gemv"><a href="#val-gemv" class="anchor"></a><code><span><span class="keyword">val</span> gemv : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?incx</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?incy</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_cblas_basic/index.html b/docs/owl/Owl_cblas_basic/index.html
index 9e504c7c7..c797b1e5a 100644
--- a/docs/owl/Owl_cblas_basic/index.html
+++ b/docs/owl/Owl_cblas_basic/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_cblas_basic (owl.Owl_cblas_basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_cblas_basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_cblas_basic</span></code></h1><p>CBLAS interface: high-level interface between Owl and level-1, level-2, level-3 BLAS functions.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#level-1-blas:-vector-vector-operations">Level-1 BLAS: vector-vector operations</a></li><li><a href="#level-2-blas:-matrix-vector-operations">Level-2 BLAS: matrix-vector operations</a></li><li><a href="#level-3-blas:-matrix-matrix-operations">Level-3 BLAS: matrix-matrix operations</a></li></ul></nav><div class="odoc-content"><p>Please refer to: Intel Math Kernel Library in the CBLAS interface url: https://software.intel.com/en-us/mkl-developer-reference-c</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Array1.t</span></span></code></div><div class="spec-doc"><p>The default type is Bigarray's <code>Array1.t</code>.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cblas_layout"><a href="#type-cblas_layout" class="anchor"></a><code><span><span class="keyword">type</span> cblas_layout</span><span> = </span></code><ol><li id="type-cblas_layout.CblasRowMajor" class="def variant constructor anchored"><a href="#type-cblas_layout.CblasRowMajor" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasRowMajor</span></span></code></li><li id="type-cblas_layout.CblasColMajor" class="def variant constructor anchored"><a href="#type-cblas_layout.CblasColMajor" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasColMajor</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Layout type, Row-major or Column-major.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cblas_transpose"><a href="#type-cblas_transpose" class="anchor"></a><code><span><span class="keyword">type</span> cblas_transpose</span><span> = </span></code><ol><li id="type-cblas_transpose.CblasNoTrans" class="def variant constructor anchored"><a href="#type-cblas_transpose.CblasNoTrans" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasNoTrans</span></span></code></li><li id="type-cblas_transpose.CblasTrans" class="def variant constructor anchored"><a href="#type-cblas_transpose.CblasTrans" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasTrans</span></span></code></li><li id="type-cblas_transpose.CblasConjTrans" class="def variant constructor anchored"><a href="#type-cblas_transpose.CblasConjTrans" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasConjTrans</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Transpose type, no transpose, transpose, or conjugate transpose.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cblas_uplo"><a href="#type-cblas_uplo" class="anchor"></a><code><span><span class="keyword">type</span> cblas_uplo</span><span> = </span></code><ol><li id="type-cblas_uplo.CblasUpper" class="def variant constructor anchored"><a href="#type-cblas_uplo.CblasUpper" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasUpper</span></span></code></li><li id="type-cblas_uplo.CblasLower" class="def variant constructor anchored"><a href="#type-cblas_uplo.CblasLower" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasLower</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Upper or lower triangular matrix.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cblas_diag"><a href="#type-cblas_diag" class="anchor"></a><code><span><span class="keyword">type</span> cblas_diag</span><span> = </span></code><ol><li id="type-cblas_diag.CblasNonUnit" class="def variant constructor anchored"><a href="#type-cblas_diag.CblasNonUnit" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasNonUnit</span></span></code></li><li id="type-cblas_diag.CblasUnit" class="def variant constructor anchored"><a href="#type-cblas_diag.CblasUnit" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasUnit</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Diag type, unit triangular.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cblas_side"><a href="#type-cblas_side" class="anchor"></a><code><span><span class="keyword">type</span> cblas_side</span><span> = </span></code><ol><li id="type-cblas_side.CblasLeft" class="def variant constructor anchored"><a href="#type-cblas_side.CblasLeft" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasLeft</span></span></code></li><li id="type-cblas_side.CblasRight" class="def variant constructor anchored"><a href="#type-cblas_side.CblasRight" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasRight</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Side type</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="level-1-blas:-vector-vector-operations"><a href="#level-1-blas:-vector-vector-operations" class="anchor"></a>Level-1 BLAS: vector-vector operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-rotg"><a href="#val-rotg" class="anchor"></a><code><span><span class="keyword">val</span> rotg : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float * float * float</span></code></div><div class="spec-doc"><p>Computes the parameters for a Givens rotation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotmg"><a href="#val-rotmg" class="anchor"></a><code><span><span class="keyword">val</span> rotmg : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_cblas_basic (owl.Owl_cblas_basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_cblas_basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_cblas_basic</span></code></h1><p>CBLAS interface: high-level interface between Owl and level-1, level-2, level-3 BLAS functions.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#level-1-blas:-vector-vector-operations">Level-1 BLAS: vector-vector operations</a></li><li><a href="#level-2-blas:-matrix-vector-operations">Level-2 BLAS: matrix-vector operations</a></li><li><a href="#level-3-blas:-matrix-matrix-operations">Level-3 BLAS: matrix-matrix operations</a></li></ul></nav><div class="odoc-content"><p>Please refer to: Intel Math Kernel Library in the CBLAS interface url: https://software.intel.com/en-us/mkl-developer-reference-c</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Array1.t</span></span></code></div><div class="spec-doc"><p>The default type is Bigarray's <code>Array1.t</code>.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cblas_layout"><a href="#type-cblas_layout" class="anchor"></a><code><span><span class="keyword">type</span> cblas_layout</span><span> = </span></code><ol><li id="type-cblas_layout.CblasRowMajor" class="def variant constructor anchored"><a href="#type-cblas_layout.CblasRowMajor" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasRowMajor</span></span></code></li><li id="type-cblas_layout.CblasColMajor" class="def variant constructor anchored"><a href="#type-cblas_layout.CblasColMajor" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasColMajor</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Layout type, Row-major or Column-major.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cblas_transpose"><a href="#type-cblas_transpose" class="anchor"></a><code><span><span class="keyword">type</span> cblas_transpose</span><span> = </span></code><ol><li id="type-cblas_transpose.CblasNoTrans" class="def variant constructor anchored"><a href="#type-cblas_transpose.CblasNoTrans" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasNoTrans</span></span></code></li><li id="type-cblas_transpose.CblasTrans" class="def variant constructor anchored"><a href="#type-cblas_transpose.CblasTrans" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasTrans</span></span></code></li><li id="type-cblas_transpose.CblasConjTrans" class="def variant constructor anchored"><a href="#type-cblas_transpose.CblasConjTrans" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasConjTrans</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Transpose type, no transpose, transpose, or conjugate transpose.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cblas_uplo"><a href="#type-cblas_uplo" class="anchor"></a><code><span><span class="keyword">type</span> cblas_uplo</span><span> = </span></code><ol><li id="type-cblas_uplo.CblasUpper" class="def variant constructor anchored"><a href="#type-cblas_uplo.CblasUpper" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasUpper</span></span></code></li><li id="type-cblas_uplo.CblasLower" class="def variant constructor anchored"><a href="#type-cblas_uplo.CblasLower" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasLower</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Upper or lower triangular matrix.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cblas_diag"><a href="#type-cblas_diag" class="anchor"></a><code><span><span class="keyword">type</span> cblas_diag</span><span> = </span></code><ol><li id="type-cblas_diag.CblasNonUnit" class="def variant constructor anchored"><a href="#type-cblas_diag.CblasNonUnit" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasNonUnit</span></span></code></li><li id="type-cblas_diag.CblasUnit" class="def variant constructor anchored"><a href="#type-cblas_diag.CblasUnit" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasUnit</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Diag type, unit triangular.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cblas_side"><a href="#type-cblas_side" class="anchor"></a><code><span><span class="keyword">type</span> cblas_side</span><span> = </span></code><ol><li id="type-cblas_side.CblasLeft" class="def variant constructor anchored"><a href="#type-cblas_side.CblasLeft" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasLeft</span></span></code></li><li id="type-cblas_side.CblasRight" class="def variant constructor anchored"><a href="#type-cblas_side.CblasRight" class="anchor"></a><code><span>| </span><span><span class="constructor">CblasRight</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Side type</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="level-1-blas:-vector-vector-operations"><a href="#level-1-blas:-vector-vector-operations" class="anchor"></a>Level-1 BLAS: vector-vector operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-rotg"><a href="#val-rotg" class="anchor"></a><code><span><span class="keyword">val</span> rotg : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float * float * float</span></code></div><div class="spec-doc"><p>Computes the parameters for a Givens rotation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotmg"><a href="#val-rotmg" class="anchor"></a><code><span><span class="keyword">val</span> rotmg : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span>float <span class="arrow">&#45;&gt;</span></span>
   <span>float <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_cblas_generated/index.html b/docs/owl/Owl_cblas_generated/index.html
index 483ba11f0..85f9f7d5f 100644
--- a/docs/owl/Owl_cblas_generated/index.html
+++ b/docs/owl/Owl_cblas_generated/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_cblas_generated (owl.Owl_cblas_generated)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_cblas_generated</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_cblas_generated</span></code></h1><p>auto-generated cblas interface file, timestamp:1582875912</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sdsdot"><a href="#val-sdsdot" class="anchor"></a><code><span><span class="keyword">val</span> sdsdot : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_cblas_generated (owl.Owl_cblas_generated)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_cblas_generated</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_cblas_generated</span></code></h1><p>auto-generated cblas interface file, timestamp:1582875912</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sdsdot"><a href="#val-sdsdot" class="anchor"></a><code><span><span class="keyword">val</span> sdsdot : 
   <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">alpha</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">x</span>:<span>float <span class="xref-unresolved">Ctypes</span>.ptr</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_cluster/index.html b/docs/owl/Owl_cluster/index.html
index 82a96548e..eb2204730 100644
--- a/docs/owl/Owl_cluster/index.html
+++ b/docs/owl/Owl_cluster/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_cluster (owl.Owl_cluster)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_cluster</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_cluster</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-MX"><a href="#module-MX" class="anchor"></a><code><span><span class="keyword">module</span> MX</span><span> = <a href="../Owl_dense_matrix/D/index.html">Owl_dense.Matrix.D</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UT"><a href="#module-UT" class="anchor"></a><code><span><span class="keyword">module</span> UT</span><span> = <a href="../../owl-base/Owl_utils/index.html">Owl_utils</a></span></code></div></div><p>K-means clustering algorithm x is the row-based data points and c is the number of clusters.</p><div class="odoc-spec"><div class="spec value anchored" id="val-kmeans"><a href="#val-kmeans" class="anchor"></a><code><span><span class="keyword">val</span> kmeans : <span><a href="../Owl_dense_matrix/D/index.html#type-mat">MX.mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_dense_matrix/D/index.html#type-mat">MX.mat</a> * <span>int array</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_cluster (owl.Owl_cluster)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_cluster</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_cluster</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-MX"><a href="#module-MX" class="anchor"></a><code><span><span class="keyword">module</span> MX</span><span> = <a href="../Owl_dense_matrix/D/index.html">Owl_dense.Matrix.D</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UT"><a href="#module-UT" class="anchor"></a><code><span><span class="keyword">module</span> UT</span><span> = <a href="../../owl-base/Owl_utils/index.html">Owl_utils</a></span></code></div></div><p>K-means clustering algorithm x is the row-based data points and c is the number of clusters.</p><div class="odoc-spec"><div class="spec value anchored" id="val-kmeans"><a href="#val-kmeans" class="anchor"></a><code><span><span class="keyword">val</span> kmeans : <span><a href="../Owl_dense_matrix/D/index.html#type-mat">MX.mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_dense_matrix/D/index.html#type-mat">MX.mat</a> * <span>int array</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_core_types/index.html b/docs/owl/Owl_core_types/index.html
index 3ca278608..6bd199462 100644
--- a/docs/owl/Owl_core_types/index.html
+++ b/docs/owl/Owl_core_types/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_core_types (owl.Owl_core_types)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_core_types</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_core_types</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr"><a href="#type-owl_arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr</span></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_core_types (owl.Owl_core_types)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_core_types</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_core_types</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr"><a href="#type-owl_arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr</span></span><span> =
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr_op00"><a href="#type-owl_arr_op00" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr_op00</span></span><span> = <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-owl_arr">owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-owl_arr">owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr_op01"><a href="#type-owl_arr_op01" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr_op01</span></span><span> = <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-owl_arr">owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr_op02"><a href="#type-owl_arr_op02" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr_op02</span></span><span> = <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-owl_arr">owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-owl_arr_op03"><a href="#type-owl_arr_op03" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) owl_arr_op03</span></span><span> =
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-owl_arr">owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_dataset/index.html b/docs/owl/Owl_dataset/index.html
index 8ea3d66c0..09d61fb27 100644
--- a/docs/owl/Owl_dataset/index.html
+++ b/docs/owl/Owl_dataset/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dataset (owl.Owl_dataset)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dataset</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dataset</span></code></h1><p>Dataset: easy access to various datasets</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-remote_data_path"><a href="#val-remote_data_path" class="anchor"></a><code><span><span class="keyword">val</span> remote_data_path : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-local_data_path"><a href="#val-local_data_path" class="anchor"></a><code><span><span class="keyword">val</span> local_data_path : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-download_data"><a href="#val-download_data" class="anchor"></a><code><span><span class="keyword">val</span> download_data : <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-download_all"><a href="#val-download_all" class="anchor"></a><code><span><span class="keyword">val</span> download_all : <span>unit <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dataset (owl.Owl_dataset)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dataset</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dataset</span></code></h1><p>Dataset: easy access to various datasets</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-remote_data_path"><a href="#val-remote_data_path" class="anchor"></a><code><span><span class="keyword">val</span> remote_data_path : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-local_data_path"><a href="#val-local_data_path" class="anchor"></a><code><span><span class="keyword">val</span> local_data_path : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-download_data"><a href="#val-download_data" class="anchor"></a><code><span><span class="keyword">val</span> download_data : <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-download_all"><a href="#val-download_all" class="anchor"></a><code><span><span class="keyword">val</span> download_all : <span>unit <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_dense/index.html b/docs/owl/Owl_dense/index.html
index 6185470c0..f090a0ffc 100644
--- a/docs/owl/Owl_dense/index.html
+++ b/docs/owl/Owl_dense/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense (owl.Owl_dense)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense</span></code></h1><p>Dense data structures: matrix &amp; ndarray</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Ndarray"><a href="#module-Ndarray" class="anchor"></a><code><span><span class="keyword">module</span> Ndarray</span><span> = <a href="../Owl_dense_ndarray/index.html">Owl_dense_ndarray</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Matrix"><a href="#module-Matrix" class="anchor"></a><code><span><span class="keyword">module</span> Matrix</span><span> = <a href="../Owl_dense_matrix/index.html">Owl_dense_matrix</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense (owl.Owl_dense)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense</span></code></h1><p>Dense data structures: matrix &amp; ndarray</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Ndarray"><a href="#module-Ndarray" class="anchor"></a><code><span><span class="keyword">module</span> Ndarray</span><span> = <a href="../Owl_dense_ndarray/index.html">Owl_dense_ndarray</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Matrix"><a href="#module-Matrix" class="anchor"></a><code><span><span class="keyword">module</span> Matrix</span><span> = <a href="../Owl_dense_matrix/index.html">Owl_dense_matrix</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_dense_matrix/C/index.html b/docs/owl/Owl_dense_matrix/C/index.html
index ffab11630..f9cc137cd 100644
--- a/docs/owl/Owl_dense_matrix/C/index.html
+++ b/docs/owl/Owl_dense_matrix/C/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>C (owl.Owl_dense_matrix.C)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; C</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.C</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_c/index.html">Owl_dense_matrix_c</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>C (owl.Owl_dense_matrix.C)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; C</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.C</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_c/index.html">Owl_dense_matrix_c</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_mat"><a href="#type-cast_mat" class="anchor"></a><code><span><span class="keyword">type</span> cast_mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_dense_matrix.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_d/index.html">Owl_dense_matrix_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_dense_matrix.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_d/index.html">Owl_dense_matrix_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><h6 id="iterate-elements,-columns,-and-rows."><a href="#iterate-elements,-columns,-and-rows." class="anchor"></a>Iterate elements, columns, and rows.</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scani"><a href="#val-scani" class="anchor"></a><code><span><span class="keyword">val</span> scani : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_2d"><a href="#val-iteri_2d" class="anchor"></a><code><span><span class="keyword">val</span> iteri_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_2d"><a href="#val-mapi_2d" class="anchor"></a><code><span><span class="keyword">val</span> mapi_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi_2d"><a href="#val-foldi_2d" class="anchor"></a><code><span><span class="keyword">val</span> foldi_2d : 
diff --git a/docs/owl/Owl_dense_matrix/Generic/index.html b/docs/owl/Owl_dense_matrix/Generic/index.html
index d76384bcb..836f0bb47 100644
--- a/docs/owl/Owl_dense_matrix/Generic/index.html
+++ b/docs/owl/Owl_dense_matrix/Generic/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Generic (owl.Owl_dense_matrix.Generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; Generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.Generic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_generic/index.html">Owl_dense_matrix_generic</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><p>The generic module supports operations for the following Bigarry element types: Int8_signed, Int8_unsigned, Int16_signed, Int16_unsigned, Int32, Int64, Float32, Float64, Complex32, Complex64.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><h6 id="create-matrices"><a href="#create-matrices" class="anchor"></a>Create matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-kind">Owl_dense_ndarray_generic.kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>empty m n</code> creates an <code>m</code> by <code>n</code> matrix without initialising the values of elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Generic (owl.Owl_dense_matrix.Generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; Generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.Generic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_generic/index.html">Owl_dense_matrix_generic</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><p>The generic module supports operations for the following Bigarry element types: Int8_signed, Int8_unsigned, Int16_signed, Int16_unsigned, Int32, Int64, Float32, Float64, Complex32, Complex64.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><h6 id="create-matrices"><a href="#create-matrices" class="anchor"></a>Create matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-kind">Owl_dense_ndarray_generic.kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>empty m n</code> creates an <code>m</code> by <code>n</code> matrix without initialising the values of elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-kind">Owl_dense_ndarray_generic.kind</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
@@ -210,7 +210,7 @@
   <span><span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast_s2z x</code> casts <code>x</code> from <code>float32</code> to <code>complex64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cast_d2c"><a href="#val-cast_d2c" class="anchor"></a><code><span><span class="keyword">val</span> cast_d2c : 
   <span><span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast_d2c x</code> casts <code>x</code> from <code>float64</code> to <code>complex32</code>.</p></div></div><h6 id="in-place-modification"><a href="#in-place-modification" class="anchor"></a>In-place modification</h6><div class="odoc-spec"><div class="spec value anchored" id="val-create_"><a href="#val-create_" class="anchor"></a><code><span><span class="keyword">val</span> create_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_"><a href="#val-uniform_" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli_"><a href="#val-bernoulli_" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli_ : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros_"><a href="#val-zeros_" class="anchor"></a><code><span><span class="keyword">val</span> zeros_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones_"><a href="#val-ones_" class="anchor"></a><code><span><span class="keyword">val</span> ones_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot_"><a href="#val-one_hot_" class="anchor"></a><code><span><span class="keyword">val</span> one_hot_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_"><a href="#val-sort_" class="anchor"></a><code><span><span class="keyword">val</span> sort_ : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sort_ x</code> performs in-place quicksort of the elelments in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the data from ndarray <code>src</code> to destination <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape_"><a href="#val-reshape_" class="anchor"></a><code><span><span class="keyword">val</span> reshape_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_"><a href="#val-transpose_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>transpose_ ~out x</code> is similar to <code>transpose x</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_"><a href="#val-sum_" class="anchor"></a><code><span><span class="keyword">val</span> sum_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_"><a href="#val-min_" class="anchor"></a><code><span><span class="keyword">val</span> min_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_"><a href="#val-max_" class="anchor"></a><code><span><span class="keyword">val</span> max_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_ x y</code> is similar to <code>add</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_ x y</code> is similar to <code>sub</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_ x y</code> is similar to <code>mul</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_ x y</code> is similar to <code>div</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_"><a href="#val-pow_" class="anchor"></a><code><span><span class="keyword">val</span> pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_ x y</code> is similar to <code>pow</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_"><a href="#val-atan2_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_ x y</code> is similar to <code>atan2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot_"><a href="#val-hypot_" class="anchor"></a><code><span><span class="keyword">val</span> hypot_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>hypot_ x y</code> is similar to <code>hypot</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_"><a href="#val-fmod_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_ x y</code> is similar to <code>fmod</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2_"><a href="#val-min2_" class="anchor"></a><code><span><span class="keyword">val</span> min2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min2_ x y</code> is similar to <code>min2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2_"><a href="#val-max2_" class="anchor"></a><code><span><span class="keyword">val</span> max2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max2_ x y</code> is similar to <code>max2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_scalar_ x y</code> is similar to <code>add_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_scalar_ x y</code> is similar to <code>sub_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_scalar_ x y</code> is similar to <code>mul_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_scalar_ x y</code> is similar to <code>div_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar_"><a href="#val-pow_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_scalar_ x y</code> is similar to <code>pow_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar_"><a href="#val-atan2_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_scalar_ x y</code> is similar to <code>atan2_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar_"><a href="#val-fmod_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_scalar_ x y</code> is similar to <code>fmod_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add_"><a href="#val-scalar_add_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_add_ a x</code> is similar to <code>scalar_add</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub_"><a href="#val-scalar_sub_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_sub_ a x</code> is similar to <code>scalar_sub</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul_"><a href="#val-scalar_mul_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_mul_ a x</code> is similar to <code>scalar_mul</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div_"><a href="#val-scalar_div_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_div_ a x</code> is similar to <code>scalar_div</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow_"><a href="#val-scalar_pow_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_pow_ a x</code> is similar to <code>scalar_pow</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2_"><a href="#val-scalar_atan2_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_atan2_ a x</code> is similar to <code>scalar_atan2</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod_"><a href="#val-scalar_fmod_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_fmod_ a x</code> is similar to <code>scalar_fmod</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma_"><a href="#val-fma_" class="anchor"></a><code><span><span class="keyword">val</span> fma_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fma_ ~out x y z</code> is similar to <code>fma x y z</code> function but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot_"><a href="#val-dot_" class="anchor"></a><code><span><span class="keyword">val</span> dot_ : 
+  <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast_d2c x</code> casts <code>x</code> from <code>float64</code> to <code>complex32</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create_"><a href="#val-create_" class="anchor"></a><code><span><span class="keyword">val</span> create_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>In-place modification</p><p><code>create_ ~out value</code> initializes the matrix <code>out</code> with the scalar value <code>value</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_"><a href="#val-uniform_" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>uniform_ ?a ?b ~out</code> fills the matrix <code>out</code> with random values drawn from a uniform distribution over the interval [a, b\). If <code>a</code> and <code>b</code> are not provided, the default interval is [0, 1\). The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli_"><a href="#val-bernoulli_" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli_ : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>bernoulli_ ?p ~out</code> fills the matrix <code>out</code> with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros_"><a href="#val-zeros_" class="anchor"></a><code><span><span class="keyword">val</span> zeros_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>zeros_ ~out</code> fills the matrix <code>out</code> with zeros. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones_"><a href="#val-ones_" class="anchor"></a><code><span><span class="keyword">val</span> ones_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>ones_ ~out</code> fills the matrix <code>out</code> with ones. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot_"><a href="#val-one_hot_" class="anchor"></a><code><span><span class="keyword">val</span> one_hot_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>one_hot_ ~out depth x</code> converts the matrix <code>x</code> into a one-hot encoded matrix with the specified <code>depth</code>, and stores the result in <code>out</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_"><a href="#val-sort_" class="anchor"></a><code><span><span class="keyword">val</span> sort_ : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sort_ x</code> performs in-place quicksort of the elements in <code>x</code>. The elements are sorted in ascending order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the data from ndarray <code>src</code> to destination <code>out</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape_"><a href="#val-reshape_" class="anchor"></a><code><span><span class="keyword">val</span> reshape_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reshape_ ~out x</code> reshapes the matrix <code>x</code> and stores the result in <code>out</code>. The total number of elements must remain the same. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_"><a href="#val-transpose_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>transpose_ ~out ?axis x</code> transposes the matrix <code>x</code> according to the specified axes and stores the result in <code>out</code>. If <code>axis</code> is not provided, the transpose is performed with the default axes. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_"><a href="#val-sum_" class="anchor"></a><code><span><span class="keyword">val</span> sum_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sum_ ~out ~axis x</code> computes the sum of elements along the specified <code>axis</code> of the matrix <code>x</code> and stores the result in <code>out</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_"><a href="#val-min_" class="anchor"></a><code><span><span class="keyword">val</span> min_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min_ ~out ~axis x</code> computes the minimum value along the specified <code>axis</code> of the matrix <code>x</code> and stores the result in <code>out</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_"><a href="#val-max_" class="anchor"></a><code><span><span class="keyword">val</span> max_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max_ ~out ~axis x</code> computes the maximum value along the specified <code>axis</code> of the matrix <code>x</code> and stores the result in <code>out</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_ x y</code> is similar to <code>add</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_ x y</code> is similar to <code>sub</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_ x y</code> is similar to <code>mul</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_ x y</code> is similar to <code>div</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_"><a href="#val-pow_" class="anchor"></a><code><span><span class="keyword">val</span> pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_ x y</code> is similar to <code>pow</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_"><a href="#val-atan2_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_ x y</code> is similar to <code>atan2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot_"><a href="#val-hypot_" class="anchor"></a><code><span><span class="keyword">val</span> hypot_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>hypot_ x y</code> is similar to <code>hypot</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_"><a href="#val-fmod_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_ x y</code> is similar to <code>fmod</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2_"><a href="#val-min2_" class="anchor"></a><code><span><span class="keyword">val</span> min2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min2_ x y</code> is similar to <code>min2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2_"><a href="#val-max2_" class="anchor"></a><code><span><span class="keyword">val</span> max2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max2_ x y</code> is similar to <code>max2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_scalar_ x y</code> is similar to <code>add_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_scalar_ x y</code> is similar to <code>sub_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_scalar_ x y</code> is similar to <code>mul_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_scalar_ x y</code> is similar to <code>div_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar_"><a href="#val-pow_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_scalar_ x y</code> is similar to <code>pow_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar_"><a href="#val-atan2_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_scalar_ x y</code> is similar to <code>atan2_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar_"><a href="#val-fmod_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_scalar_ x y</code> is similar to <code>fmod_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add_"><a href="#val-scalar_add_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_add_ a x</code> is similar to <code>scalar_add</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub_"><a href="#val-scalar_sub_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_sub_ a x</code> is similar to <code>scalar_sub</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul_"><a href="#val-scalar_mul_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_mul_ a x</code> is similar to <code>scalar_mul</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div_"><a href="#val-scalar_div_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_div_ a x</code> is similar to <code>scalar_div</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow_"><a href="#val-scalar_pow_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_pow_ a x</code> is similar to <code>scalar_pow</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2_"><a href="#val-scalar_atan2_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_atan2_ a x</code> is similar to <code>scalar_atan2</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod_"><a href="#val-scalar_fmod_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_fmod_ a x</code> is similar to <code>scalar_fmod</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma_"><a href="#val-fma_" class="anchor"></a><code><span><span class="keyword">val</span> fma_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fma_ ~out x y z</code> is similar to <code>fma x y z</code> function but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot_"><a href="#val-dot_" class="anchor"></a><code><span><span class="keyword">val</span> dot_ : 
   <span><span class="optlabel">?transa</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?transb</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?alpha</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl.Owl_dense_matrix.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl.Owl_dense_matrix.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : 
diff --git a/docs/owl/Owl_dense_matrix/S/index.html b/docs/owl/Owl_dense_matrix/S/index.html
index 2ce04350e..6d4d58f63 100644
--- a/docs/owl/Owl_dense_matrix/S/index.html
+++ b/docs/owl/Owl_dense_matrix/S/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_dense_matrix.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_s/index.html">Owl_dense_matrix_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_dense_matrix.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_s/index.html">Owl_dense_matrix_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><h6 id="iterate-elements,-columns,-and-rows."><a href="#iterate-elements,-columns,-and-rows." class="anchor"></a>Iterate elements, columns, and rows.</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scani"><a href="#val-scani" class="anchor"></a><code><span><span class="keyword">val</span> scani : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_2d"><a href="#val-iteri_2d" class="anchor"></a><code><span><span class="keyword">val</span> iteri_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_2d"><a href="#val-mapi_2d" class="anchor"></a><code><span><span class="keyword">val</span> mapi_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi_2d"><a href="#val-foldi_2d" class="anchor"></a><code><span><span class="keyword">val</span> foldi_2d : 
diff --git a/docs/owl/Owl_dense_matrix/Z/index.html b/docs/owl/Owl_dense_matrix/Z/index.html
index 812cf1cee..147c177a7 100644
--- a/docs/owl/Owl_dense_matrix/Z/index.html
+++ b/docs/owl/Owl_dense_matrix/Z/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Z (owl.Owl_dense_matrix.Z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; Z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.Z</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_z/index.html">Owl_dense_matrix_z</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Z (owl.Owl_dense_matrix.Z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix</a> &#x00BB; Z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix.Z</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_matrix_z/index.html">Owl_dense_matrix_z</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_mat"><a href="#type-cast_mat" class="anchor"></a><code><span><span class="keyword">type</span> cast_mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
diff --git a/docs/owl/Owl_dense_matrix/index.html b/docs/owl/Owl_dense_matrix/index.html
index 6754a812a..ce0bbe657 100644
--- a/docs/owl/Owl_dense_matrix/index.html
+++ b/docs/owl/Owl_dense_matrix/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix (owl.Owl_dense_matrix)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix</span></code></h1><p>Matrix: module aliases</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Generic"><a href="#module-Generic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Generic/index.html">Generic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-C"><a href="#module-C" class="anchor"></a><code><span><span class="keyword">module</span> <a href="C/index.html">C</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Z"><a href="#module-Z" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Z/index.html">Z</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix (owl.Owl_dense_matrix)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix</span></code></h1><p>Matrix: module aliases</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Generic"><a href="#module-Generic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Generic/index.html">Generic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-C"><a href="#module-C" class="anchor"></a><code><span><span class="keyword">module</span> <a href="C/index.html">C</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Z"><a href="#module-Z" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Z/index.html">Z</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_dense_matrix_c/index.html b/docs/owl/Owl_dense_matrix_c/index.html
index 5a4ec671a..2593d44ad 100644
--- a/docs/owl/Owl_dense_matrix_c/index.html
+++ b/docs/owl/Owl_dense_matrix_c/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_c (owl.Owl_dense_matrix_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_c</span></code></h1><p>Complex dense matrix module: this module supports operations on dense matrices of complex numbers. The complex number has a record type of <code>{re = float; im = float}</code>.</p><p>This page only contains detailed explanations for the operations specific to Dense.Complex module. Most of the other operations are the same to those in Dense.Real module, therefore please refer to the documentation of Dense.Real for more information.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_c (owl.Owl_dense_matrix_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_c</span></code></h1><p>Complex dense matrix module: this module supports operations on dense matrices of complex numbers. The complex number has a record type of <code>{re = float; im = float}</code>.</p><p>This page only contains detailed explanations for the operations specific to Dense.Complex module. Most of the other operations are the same to those in Dense.Real module, therefore please refer to the documentation of Dense.Real for more information.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_mat"><a href="#type-cast_mat" class="anchor"></a><code><span><span class="keyword">type</span> cast_mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
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-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_d (owl.Owl_dense_matrix_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_d (owl.Owl_dense_matrix_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><h6 id="iterate-elements,-columns,-and-rows."><a href="#iterate-elements,-columns,-and-rows." class="anchor"></a>Iterate elements, columns, and rows.</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scani"><a href="#val-scani" class="anchor"></a><code><span><span class="keyword">val</span> scani : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_2d"><a href="#val-iteri_2d" class="anchor"></a><code><span><span class="keyword">val</span> iteri_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_2d"><a href="#val-mapi_2d" class="anchor"></a><code><span><span class="keyword">val</span> mapi_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi_2d"><a href="#val-foldi_2d" class="anchor"></a><code><span><span class="keyword">val</span> foldi_2d : 
diff --git a/docs/owl/Owl_dense_matrix_generic/index.html b/docs/owl/Owl_dense_matrix_generic/index.html
index 117382963..4e62f91e0 100644
--- a/docs/owl/Owl_dense_matrix_generic/index.html
+++ b/docs/owl/Owl_dense_matrix_generic/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_generic (owl.Owl_dense_matrix_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_generic</span></code></h1><p>Matrix module: including creation, manipulation, and various vectorised mathematical operations.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#create-matrices">Create matrices</a></li><li><a href="#obtain-basic-properties">Obtain basic properties</a></li><li><a href="#manipulate-a-matrix">Manipulate a matrix</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#examination-&amp;-comparison">Examination &amp; Comparison</a></li><li><a href="#randomisation-functions">Randomisation functions</a></li><li><a href="#input/output-functions">Input/Output functions</a></li><li><a href="#unary-math-operators">Unary math operators</a></li><li><a href="#binary-math-operators">Binary math operators</a></li><li><a href="#cast-functions">Cast functions</a></li><li><a href="#in-place-modification">In-place modification</a></li></ul></nav><div class="odoc-content"><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><p>The generic module supports operations for the following Bigarry element types: Int8_signed, Int8_unsigned, Int16_signed, Int16_unsigned, Int32, Int64, Float32, Float64, Complex32, Complex64.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><h6 id="create-matrices"><a href="#create-matrices" class="anchor"></a>Create matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-kind">Owl_dense_ndarray_generic.kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>empty m n</code> creates an <code>m</code> by <code>n</code> matrix without initialising the values of elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_generic (owl.Owl_dense_matrix_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_generic</span></code></h1><p>Matrix module: including creation, manipulation, and various vectorised mathematical operations.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#create-matrices">Create matrices</a></li><li><a href="#obtain-basic-properties">Obtain basic properties</a></li><li><a href="#manipulate-a-matrix">Manipulate a matrix</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#examination-&amp;-comparison">Examination &amp; Comparison</a></li><li><a href="#randomisation-functions">Randomisation functions</a></li><li><a href="#input/output-functions">Input/Output functions</a></li><li><a href="#unary-math-operators">Unary math operators</a></li><li><a href="#binary-math-operators">Binary math operators</a></li><li><a href="#cast-functions">Cast functions</a></li></ul></nav><div class="odoc-content"><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>x</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>x</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><p>The generic module supports operations for the following Bigarry element types: Int8_signed, Int8_unsigned, Int16_signed, Int16_unsigned, Int32, Int64, Float32, Float64, Complex32, Complex64.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><h6 id="create-matrices"><a href="#create-matrices" class="anchor"></a>Create matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-kind">Owl_dense_ndarray_generic.kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>empty m n</code> creates an <code>m</code> by <code>n</code> matrix without initialising the values of elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-kind">Owl_dense_ndarray_generic.kind</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
@@ -210,7 +210,7 @@
   <span><span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast_s2z x</code> casts <code>x</code> from <code>float32</code> to <code>complex64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cast_d2c"><a href="#val-cast_d2c" class="anchor"></a><code><span><span class="keyword">val</span> cast_d2c : 
   <span><span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast_d2c x</code> casts <code>x</code> from <code>float64</code> to <code>complex32</code>.</p></div></div><h6 id="in-place-modification"><a href="#in-place-modification" class="anchor"></a>In-place modification</h6><div class="odoc-spec"><div class="spec value anchored" id="val-create_"><a href="#val-create_" class="anchor"></a><code><span><span class="keyword">val</span> create_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_"><a href="#val-uniform_" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli_"><a href="#val-bernoulli_" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli_ : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros_"><a href="#val-zeros_" class="anchor"></a><code><span><span class="keyword">val</span> zeros_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones_"><a href="#val-ones_" class="anchor"></a><code><span><span class="keyword">val</span> ones_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot_"><a href="#val-one_hot_" class="anchor"></a><code><span><span class="keyword">val</span> one_hot_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_"><a href="#val-sort_" class="anchor"></a><code><span><span class="keyword">val</span> sort_ : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sort_ x</code> performs in-place quicksort of the elelments in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the data from ndarray <code>src</code> to destination <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape_"><a href="#val-reshape_" class="anchor"></a><code><span><span class="keyword">val</span> reshape_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_"><a href="#val-transpose_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>transpose_ ~out x</code> is similar to <code>transpose x</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_"><a href="#val-sum_" class="anchor"></a><code><span><span class="keyword">val</span> sum_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_"><a href="#val-min_" class="anchor"></a><code><span><span class="keyword">val</span> min_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_"><a href="#val-max_" class="anchor"></a><code><span><span class="keyword">val</span> max_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_ x y</code> is similar to <code>add</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_ x y</code> is similar to <code>sub</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_ x y</code> is similar to <code>mul</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_ x y</code> is similar to <code>div</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_"><a href="#val-pow_" class="anchor"></a><code><span><span class="keyword">val</span> pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_ x y</code> is similar to <code>pow</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_"><a href="#val-atan2_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_ x y</code> is similar to <code>atan2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot_"><a href="#val-hypot_" class="anchor"></a><code><span><span class="keyword">val</span> hypot_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>hypot_ x y</code> is similar to <code>hypot</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_"><a href="#val-fmod_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_ x y</code> is similar to <code>fmod</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2_"><a href="#val-min2_" class="anchor"></a><code><span><span class="keyword">val</span> min2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min2_ x y</code> is similar to <code>min2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2_"><a href="#val-max2_" class="anchor"></a><code><span><span class="keyword">val</span> max2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max2_ x y</code> is similar to <code>max2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_scalar_ x y</code> is similar to <code>add_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_scalar_ x y</code> is similar to <code>sub_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_scalar_ x y</code> is similar to <code>mul_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_scalar_ x y</code> is similar to <code>div_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar_"><a href="#val-pow_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_scalar_ x y</code> is similar to <code>pow_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar_"><a href="#val-atan2_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_scalar_ x y</code> is similar to <code>atan2_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar_"><a href="#val-fmod_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_scalar_ x y</code> is similar to <code>fmod_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add_"><a href="#val-scalar_add_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_add_ a x</code> is similar to <code>scalar_add</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub_"><a href="#val-scalar_sub_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_sub_ a x</code> is similar to <code>scalar_sub</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul_"><a href="#val-scalar_mul_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_mul_ a x</code> is similar to <code>scalar_mul</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div_"><a href="#val-scalar_div_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_div_ a x</code> is similar to <code>scalar_div</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow_"><a href="#val-scalar_pow_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_pow_ a x</code> is similar to <code>scalar_pow</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2_"><a href="#val-scalar_atan2_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_atan2_ a x</code> is similar to <code>scalar_atan2</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod_"><a href="#val-scalar_fmod_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_fmod_ a x</code> is similar to <code>scalar_fmod</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma_"><a href="#val-fma_" class="anchor"></a><code><span><span class="keyword">val</span> fma_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fma_ ~out x y z</code> is similar to <code>fma x y z</code> function but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot_"><a href="#val-dot_" class="anchor"></a><code><span><span class="keyword">val</span> dot_ : 
+  <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast_d2c x</code> casts <code>x</code> from <code>float64</code> to <code>complex32</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create_"><a href="#val-create_" class="anchor"></a><code><span><span class="keyword">val</span> create_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>In-place modification</p><p><code>create_ ~out value</code> initializes the matrix <code>out</code> with the scalar value <code>value</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_"><a href="#val-uniform_" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>uniform_ ?a ?b ~out</code> fills the matrix <code>out</code> with random values drawn from a uniform distribution over the interval [a, b\). If <code>a</code> and <code>b</code> are not provided, the default interval is [0, 1\). The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli_"><a href="#val-bernoulli_" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli_ : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>bernoulli_ ?p ~out</code> fills the matrix <code>out</code> with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros_"><a href="#val-zeros_" class="anchor"></a><code><span><span class="keyword">val</span> zeros_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>zeros_ ~out</code> fills the matrix <code>out</code> with zeros. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones_"><a href="#val-ones_" class="anchor"></a><code><span><span class="keyword">val</span> ones_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>ones_ ~out</code> fills the matrix <code>out</code> with ones. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot_"><a href="#val-one_hot_" class="anchor"></a><code><span><span class="keyword">val</span> one_hot_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>one_hot_ ~out depth x</code> converts the matrix <code>x</code> into a one-hot encoded matrix with the specified <code>depth</code>, and stores the result in <code>out</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_"><a href="#val-sort_" class="anchor"></a><code><span><span class="keyword">val</span> sort_ : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sort_ x</code> performs in-place quicksort of the elements in <code>x</code>. The elements are sorted in ascending order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the data from ndarray <code>src</code> to destination <code>out</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape_"><a href="#val-reshape_" class="anchor"></a><code><span><span class="keyword">val</span> reshape_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reshape_ ~out x</code> reshapes the matrix <code>x</code> and stores the result in <code>out</code>. The total number of elements must remain the same. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_"><a href="#val-transpose_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>transpose_ ~out ?axis x</code> transposes the matrix <code>x</code> according to the specified axes and stores the result in <code>out</code>. If <code>axis</code> is not provided, the transpose is performed with the default axes. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_"><a href="#val-sum_" class="anchor"></a><code><span><span class="keyword">val</span> sum_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sum_ ~out ~axis x</code> computes the sum of elements along the specified <code>axis</code> of the matrix <code>x</code> and stores the result in <code>out</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_"><a href="#val-min_" class="anchor"></a><code><span><span class="keyword">val</span> min_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min_ ~out ~axis x</code> computes the minimum value along the specified <code>axis</code> of the matrix <code>x</code> and stores the result in <code>out</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_"><a href="#val-max_" class="anchor"></a><code><span><span class="keyword">val</span> max_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max_ ~out ~axis x</code> computes the maximum value along the specified <code>axis</code> of the matrix <code>x</code> and stores the result in <code>out</code>. The operation is performed in-place.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_ x y</code> is similar to <code>add</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_ x y</code> is similar to <code>sub</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_ x y</code> is similar to <code>mul</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_ x y</code> is similar to <code>div</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_"><a href="#val-pow_" class="anchor"></a><code><span><span class="keyword">val</span> pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_ x y</code> is similar to <code>pow</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_"><a href="#val-atan2_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_ x y</code> is similar to <code>atan2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot_"><a href="#val-hypot_" class="anchor"></a><code><span><span class="keyword">val</span> hypot_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>hypot_ x y</code> is similar to <code>hypot</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_"><a href="#val-fmod_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_ x y</code> is similar to <code>fmod</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2_"><a href="#val-min2_" class="anchor"></a><code><span><span class="keyword">val</span> min2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min2_ x y</code> is similar to <code>min2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2_"><a href="#val-max2_" class="anchor"></a><code><span><span class="keyword">val</span> max2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max2_ x y</code> is similar to <code>max2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_scalar_ x y</code> is similar to <code>add_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_scalar_ x y</code> is similar to <code>sub_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_scalar_ x y</code> is similar to <code>mul_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_scalar_ x y</code> is similar to <code>div_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar_"><a href="#val-pow_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_scalar_ x y</code> is similar to <code>pow_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar_"><a href="#val-atan2_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_scalar_ x y</code> is similar to <code>atan2_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar_"><a href="#val-fmod_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_scalar_ x y</code> is similar to <code>fmod_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add_"><a href="#val-scalar_add_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_add_ a x</code> is similar to <code>scalar_add</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub_"><a href="#val-scalar_sub_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_sub_ a x</code> is similar to <code>scalar_sub</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul_"><a href="#val-scalar_mul_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_mul_ a x</code> is similar to <code>scalar_mul</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div_"><a href="#val-scalar_div_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_div_ a x</code> is similar to <code>scalar_div</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow_"><a href="#val-scalar_pow_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_pow_ a x</code> is similar to <code>scalar_pow</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2_"><a href="#val-scalar_atan2_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_atan2_ a x</code> is similar to <code>scalar_atan2</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod_"><a href="#val-scalar_fmod_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_fmod_ a x</code> is similar to <code>scalar_fmod</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma_"><a href="#val-fma_" class="anchor"></a><code><span><span class="keyword">val</span> fma_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fma_ ~out x y z</code> is similar to <code>fma x y z</code> function but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot_"><a href="#val-dot_" class="anchor"></a><code><span><span class="keyword">val</span> dot_ : 
   <span><span class="optlabel">?transa</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?transb</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?alpha</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_dense_matrix_intf/index.html b/docs/owl/Owl_dense_matrix_intf/index.html
index f43a1370e..bf3b91466 100644
--- a/docs/owl/Owl_dense_matrix_intf/index.html
+++ b/docs/owl/Owl_dense_matrix_intf/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_intf (owl.Owl_dense_matrix_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Real"><a href="#module-type-Real" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Real/index.html">Real</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Complex"><a href="#module-type-Complex" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Complex/index.html">Complex</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_intf (owl.Owl_dense_matrix_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Real"><a href="#module-type-Real" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Real/index.html">Real</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Complex"><a href="#module-type-Complex" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Complex/index.html">Complex</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_dense_matrix_intf/module-type-Common/index.html b/docs/owl/Owl_dense_matrix_intf/module-type-Common/index.html
index 80a4723a5..f575bd51e 100644
--- a/docs/owl/Owl_dense_matrix_intf/module-type-Common/index.html
+++ b/docs/owl/Owl_dense_matrix_intf/module-type-Common/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl.Owl_dense_matrix_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_matrix_intf.Common</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#create-dense-matrices">Create dense matrices</a></li><li><a href="#dense-row-vectors-and-meshgrids">Dense row vectors and meshgrids</a></li><li><a href="#obtain-the-basic-properties-of-a-matrix">Obtain the basic properties of a matrix</a></li><li><a href="#manipulate-a-matrix">Manipulate a matrix</a></li><li><a href="#iterate-elements,-columns,-and-rows.">Iterate elements, columns, and rows.</a></li><li><a href="#examine-elements-and-compare-two-matrices">Examine elements and compare two matrices</a></li><li><a href="#randomisation-functions">Randomisation functions</a></li><li><a href="#input/output-and-helper-functions">Input/Output and helper functions</a></li><li><a href="#unary-mathematical-operations">Unary mathematical operations</a></li><li><a href="#binary-mathematical-operations">Binary mathematical operations</a></li><li><a href="#functions-of-in-place-modification">Functions of in-place modification</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl.Owl_dense_matrix_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_matrix_intf.Common</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#create-dense-matrices">Create dense matrices</a></li><li><a href="#dense-row-vectors-and-meshgrids">Dense row vectors and meshgrids</a></li><li><a href="#obtain-the-basic-properties-of-a-matrix">Obtain the basic properties of a matrix</a></li><li><a href="#manipulate-a-matrix">Manipulate a matrix</a></li><li><a href="#iterate-elements,-columns,-and-rows.">Iterate elements, columns, and rows.</a></li><li><a href="#examine-elements-and-compare-two-matrices">Examine elements and compare two matrices</a></li><li><a href="#randomisation-functions">Randomisation functions</a></li><li><a href="#input/output-and-helper-functions">Input/Output and helper functions</a></li><li><a href="#unary-mathematical-operations">Unary mathematical operations</a></li><li><a href="#binary-mathematical-operations">Binary mathematical operations</a></li><li><a href="#functions-of-in-place-modification">Functions of in-place modification</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><h6 id="iterate-elements,-columns,-and-rows."><a href="#iterate-elements,-columns,-and-rows." class="anchor"></a>Iterate elements, columns, and rows.</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scani"><a href="#val-scani" class="anchor"></a><code><span><span class="keyword">val</span> scani : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_2d"><a href="#val-iteri_2d" class="anchor"></a><code><span><span class="keyword">val</span> iteri_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_2d"><a href="#val-mapi_2d" class="anchor"></a><code><span><span class="keyword">val</span> mapi_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi_2d"><a href="#val-foldi_2d" class="anchor"></a><code><span><span class="keyword">val</span> foldi_2d : 
diff --git a/docs/owl/Owl_dense_matrix_intf/module-type-Complex/index.html b/docs/owl/Owl_dense_matrix_intf/module-type-Complex/index.html
index ade90f2b2..a3ef65502 100644
--- a/docs/owl/Owl_dense_matrix_intf/module-type-Complex/index.html
+++ b/docs/owl/Owl_dense_matrix_intf/module-type-Complex/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Complex (owl.Owl_dense_matrix_intf.Complex)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix_intf</a> &#x00BB; Complex</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_matrix_intf.Complex</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#specific-complex-functions">Specific complex functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_mat"><a href="#type-cast_mat" class="anchor"></a><code><span><span class="keyword">type</span> cast_mat</span></code></div></div><h6 id="specific-complex-functions"><a href="#specific-complex-functions" class="anchor"></a>Specific complex functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-complex"><a href="#val-complex" class="anchor"></a><code><span><span class="keyword">val</span> complex : <span><a href="#type-cast_mat">cast_mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-cast_mat">cast_mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-polar"><a href="#val-polar" class="anchor"></a><code><span><span class="keyword">val</span> polar : <span><a href="#type-cast_mat">cast_mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-cast_mat">cast_mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-re"><a href="#val-re" class="anchor"></a><code><span><span class="keyword">val</span> re : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-cast_mat">cast_mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-im"><a href="#val-im" class="anchor"></a><code><span><span class="keyword">val</span> im : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-cast_mat">cast_mat</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Complex (owl.Owl_dense_matrix_intf.Complex)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix_intf</a> &#x00BB; Complex</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_matrix_intf.Complex</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#specific-complex-functions">Specific complex functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_mat"><a href="#type-cast_mat" class="anchor"></a><code><span><span class="keyword">type</span> cast_mat</span></code></div></div><h6 id="specific-complex-functions"><a href="#specific-complex-functions" class="anchor"></a>Specific complex functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-complex"><a href="#val-complex" class="anchor"></a><code><span><span class="keyword">val</span> complex : <span><a href="#type-cast_mat">cast_mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-cast_mat">cast_mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-polar"><a href="#val-polar" class="anchor"></a><code><span><span class="keyword">val</span> polar : <span><a href="#type-cast_mat">cast_mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-cast_mat">cast_mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-re"><a href="#val-re" class="anchor"></a><code><span><span class="keyword">val</span> re : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-cast_mat">cast_mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-im"><a href="#val-im" class="anchor"></a><code><span><span class="keyword">val</span> im : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-cast_mat">cast_mat</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_dense_matrix_intf/module-type-Real/index.html b/docs/owl/Owl_dense_matrix_intf/module-type-Real/index.html
index d2dc44c85..c25a7e3db 100644
--- a/docs/owl/Owl_dense_matrix_intf/module-type-Real/index.html
+++ b/docs/owl/Owl_dense_matrix_intf/module-type-Real/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Real (owl.Owl_dense_matrix_intf.Real)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix_intf</a> &#x00BB; Real</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_matrix_intf.Real</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#specific-real-functions">Specific real functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><h6 id="specific-real-functions"><a href="#specific-real-functions" class="anchor"></a>Specific real functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-i0"><a href="#val-i0" class="anchor"></a><code><span><span class="keyword">val</span> i0 : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0e"><a href="#val-i0e" class="anchor"></a><code><span><span class="keyword">val</span> i0e : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1"><a href="#val-i1" class="anchor"></a><code><span><span class="keyword">val</span> i1 : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1e"><a href="#val-i1e" class="anchor"></a><code><span><span class="keyword">val</span> i1e : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv"><a href="#val-iv" class="anchor"></a><code><span><span class="keyword">val</span> iv : <span><span class="label">v</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_iv"><a href="#val-scalar_iv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_iv : <span><span class="label">v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv_scalar"><a href="#val-iv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> iv_scalar : <span><span class="label">v</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j0"><a href="#val-j0" class="anchor"></a><code><span><span class="keyword">val</span> j0 : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j1"><a href="#val-j1" class="anchor"></a><code><span><span class="keyword">val</span> j1 : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv"><a href="#val-jv" class="anchor"></a><code><span><span class="keyword">val</span> jv : <span><span class="label">v</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_jv"><a href="#val-scalar_jv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_jv : <span><span class="label">v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv_scalar"><a href="#val-jv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> jv_scalar : <span><span class="label">v</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-semidef"><a href="#val-semidef" class="anchor"></a><code><span><span class="keyword">val</span> semidef : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_rows"><a href="#val-min_rows" class="anchor"></a><code><span><span class="keyword">val</span> min_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-elt">elt</a> * int * int)</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_cols"><a href="#val-min_cols" class="anchor"></a><code><span><span class="keyword">val</span> min_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-elt">elt</a> * int * int)</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_rows"><a href="#val-max_rows" class="anchor"></a><code><span><span class="keyword">val</span> max_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-elt">elt</a> * int * int)</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_cols"><a href="#val-max_cols" class="anchor"></a><code><span><span class="keyword">val</span> max_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-elt">elt</a> * int * int)</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erf"><a href="#val-erf" class="anchor"></a><code><span><span class="keyword">val</span> erf : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfc"><a href="#val-erfc" class="anchor"></a><code><span><span class="keyword">val</span> erfc : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic"><a href="#val-logistic" class="anchor"></a><code><span><span class="keyword">val</span> logistic : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elu"><a href="#val-elu" class="anchor"></a><code><span><span class="keyword">val</span> elu : <span><span class="optlabel">?alpha</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-leaky_relu"><a href="#val-leaky_relu" class="anchor"></a><code><span><span class="keyword">val</span> leaky_relu : <span><span class="optlabel">?alpha</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool"><a href="#val-max_pool" class="anchor"></a><code><span><span class="keyword">val</span> max_pool : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Real (owl.Owl_dense_matrix_intf.Real)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_matrix_intf</a> &#x00BB; Real</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_matrix_intf.Real</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#specific-real-functions">Specific real functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><h6 id="specific-real-functions"><a href="#specific-real-functions" class="anchor"></a>Specific real functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-i0"><a href="#val-i0" class="anchor"></a><code><span><span class="keyword">val</span> i0 : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0e"><a href="#val-i0e" class="anchor"></a><code><span><span class="keyword">val</span> i0e : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1"><a href="#val-i1" class="anchor"></a><code><span><span class="keyword">val</span> i1 : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1e"><a href="#val-i1e" class="anchor"></a><code><span><span class="keyword">val</span> i1e : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv"><a href="#val-iv" class="anchor"></a><code><span><span class="keyword">val</span> iv : <span><span class="label">v</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_iv"><a href="#val-scalar_iv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_iv : <span><span class="label">v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv_scalar"><a href="#val-iv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> iv_scalar : <span><span class="label">v</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j0"><a href="#val-j0" class="anchor"></a><code><span><span class="keyword">val</span> j0 : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j1"><a href="#val-j1" class="anchor"></a><code><span><span class="keyword">val</span> j1 : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv"><a href="#val-jv" class="anchor"></a><code><span><span class="keyword">val</span> jv : <span><span class="label">v</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_jv"><a href="#val-scalar_jv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_jv : <span><span class="label">v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv_scalar"><a href="#val-jv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> jv_scalar : <span><span class="label">v</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-semidef"><a href="#val-semidef" class="anchor"></a><code><span><span class="keyword">val</span> semidef : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_rows"><a href="#val-min_rows" class="anchor"></a><code><span><span class="keyword">val</span> min_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-elt">elt</a> * int * int)</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_cols"><a href="#val-min_cols" class="anchor"></a><code><span><span class="keyword">val</span> min_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-elt">elt</a> * int * int)</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_rows"><a href="#val-max_rows" class="anchor"></a><code><span><span class="keyword">val</span> max_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-elt">elt</a> * int * int)</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_cols"><a href="#val-max_cols" class="anchor"></a><code><span><span class="keyword">val</span> max_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-elt">elt</a> * int * int)</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erf"><a href="#val-erf" class="anchor"></a><code><span><span class="keyword">val</span> erf : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfc"><a href="#val-erfc" class="anchor"></a><code><span><span class="keyword">val</span> erfc : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic"><a href="#val-logistic" class="anchor"></a><code><span><span class="keyword">val</span> logistic : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elu"><a href="#val-elu" class="anchor"></a><code><span><span class="keyword">val</span> elu : <span><span class="optlabel">?alpha</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-leaky_relu"><a href="#val-leaky_relu" class="anchor"></a><code><span><span class="keyword">val</span> leaky_relu : <span><span class="optlabel">?alpha</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool"><a href="#val-max_pool" class="anchor"></a><code><span><span class="keyword">val</span> max_pool : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_dense_matrix_s/index.html b/docs/owl/Owl_dense_matrix_s/index.html
index d1abb7b47..434ff1ef9 100644
--- a/docs/owl/Owl_dense_matrix_s/index.html
+++ b/docs/owl/Owl_dense_matrix_s/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_s (owl.Owl_dense_matrix_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_s (owl.Owl_dense_matrix_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><h6 id="iterate-elements,-columns,-and-rows."><a href="#iterate-elements,-columns,-and-rows." class="anchor"></a>Iterate elements, columns, and rows.</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scani"><a href="#val-scani" class="anchor"></a><code><span><span class="keyword">val</span> scani : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_2d"><a href="#val-iteri_2d" class="anchor"></a><code><span><span class="keyword">val</span> iteri_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_2d"><a href="#val-mapi_2d" class="anchor"></a><code><span><span class="keyword">val</span> mapi_2d : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi_2d"><a href="#val-foldi_2d" class="anchor"></a><code><span><span class="keyword">val</span> foldi_2d : 
diff --git a/docs/owl/Owl_dense_matrix_z/index.html b/docs/owl/Owl_dense_matrix_z/index.html
index 5714d4808..71fb199d9 100644
--- a/docs/owl/Owl_dense_matrix_z/index.html
+++ b/docs/owl/Owl_dense_matrix_z/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_z (owl.Owl_dense_matrix_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_z</span></code></h1><p>Complex dense matrix module: this module supports operations on dense matrices of complex numbers. The complex number has a record type of <code>{re = float; im = float}</code>.</p><p>This page only contains detailed explanations for the operations specific to Dense.Complex module. Most of the other operations are the same to those in Dense.Real module, therefore please refer to the documentation of Dense.Real for more information.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_matrix_z (owl.Owl_dense_matrix_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_matrix_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_matrix_z</span></code></h1><p>Complex dense matrix module: this module supports operations on dense matrices of complex numbers. The complex number has a record type of <code>{re = float; im = float}</code>.</p><p>This page only contains detailed explanations for the operations specific to Dense.Complex module. Most of the other operations are the same to those in Dense.Real module, therefore please refer to the documentation of Dense.Real for more information.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_mat"><a href="#type-cast_mat" class="anchor"></a><code><span><span class="keyword">type</span> cast_mat</span><span> = <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html">Owl_dense_matrix_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_dense_matrix_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span></span></code></summary><h6 id="create-dense-matrices"><a href="#create-dense-matrices" class="anchor"></a>Create dense matrices</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-symmetric"><a href="#val-symmetric" class="anchor"></a><code><span><span class="keyword">val</span> symmetric : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bidiagonal"><a href="#val-bidiagonal" class="anchor"></a><code><span><span class="keyword">val</span> bidiagonal : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-toeplitz"><a href="#val-toeplitz" class="anchor"></a><code><span><span class="keyword">val</span> toeplitz : <span><span class="optlabel">?c</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hankel"><a href="#val-hankel" class="anchor"></a><code><span><span class="keyword">val</span> hankel : <span><span class="optlabel">?r</span>:<a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hadamard"><a href="#val-hadamard" class="anchor"></a><code><span><span class="keyword">val</span> hadamard : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-magic"><a href="#val-magic" class="anchor"></a><code><span><span class="keyword">val</span> magic : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><h6 id="dense-row-vectors-and-meshgrids"><a href="#dense-row-vectors-and-meshgrids" class="anchor"></a>Dense row vectors and meshgrids</h6><div class="odoc-spec"><div class="spec value anchored" id="val-vector"><a href="#val-vector" class="anchor"></a><code><span><span class="keyword">val</span> vector : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_zeros"><a href="#val-vector_zeros" class="anchor"></a><code><span><span class="keyword">val</span> vector_zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_ones"><a href="#val-vector_ones" class="anchor"></a><code><span><span class="keyword">val</span> vector_ones : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vector_uniform"><a href="#val-vector_uniform" class="anchor"></a><code><span><span class="keyword">val</span> vector_uniform : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshgrid"><a href="#val-meshgrid" class="anchor"></a><code><span><span class="keyword">val</span> meshgrid : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-meshup"><a href="#val-meshup" class="anchor"></a><code><span><span class="keyword">val</span> meshup : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="obtain-the-basic-properties-of-a-matrix"><a href="#obtain-the-basic-properties-of-a-matrix" class="anchor"></a>Obtain the basic properties of a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="manipulate-a-matrix"><a href="#manipulate-a-matrix" class="anchor"></a>Manipulate a matrix</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-elt">elt</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><a href="#type-mat">mat</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-mat">mat</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ctranspose"><a href="#val-ctranspose" class="anchor"></a><code><span><span class="keyword">val</span> ctranspose : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_rows"><a href="#val-swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> swap_rows : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap_cols"><a href="#val-swap_cols" class="anchor"></a><code><span><span class="keyword">val</span> swap_cols : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : 
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
diff --git a/docs/owl/Owl_dense_ndarray/Any/index.html b/docs/owl/Owl_dense_ndarray/Any/index.html
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+++ b/docs/owl/Owl_dense_ndarray/Any/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Any (owl.Owl_dense_ndarray.Any)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; Any</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.Any</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_a/index.html">Owl_dense_ndarray_a</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a arr</span></span><span> = <span><span class="type-var">'a</span> <a href="../../Owl_dense_ndarray_a/index.html#type-arr">Owl_dense_ndarray_a.arr</a></span></span><span> = </span><span>{</span></code><ol><li id="type-arr.shape" class="def record field anchored"><a href="#type-arr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span>int array</span>;</span></code></li><li id="type-arr.stride" class="def record field anchored"><a href="#type-arr.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-arr.data" class="def record field anchored"><a href="#type-arr.data" class="anchor"></a><code><span><span class="keyword">mutable</span> data : <span><span class="type-var">'a</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><h6 id="create-n-dimensional-array"><a href="#create-n-dimensional-array" class="anchor"></a>Create N-dimensional array</h6><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_1d_nd"><a href="#val-index_1d_nd" class="anchor"></a><code><span><span class="keyword">val</span> index_1d_nd : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_nd_1d"><a href="#val-index_nd_1d" class="anchor"></a><code><span><span class="keyword">val</span> index_nd_1d : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><h6 id="manipulate-a-n-dimensional-array"><a href="#manipulate-a-n-dimensional-array" class="anchor"></a>Manipulate a N-dimensional array</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_left"><a href="#val-sub_left" class="anchor"></a><code><span><span class="keyword">val</span> sub_left : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="iterate-array-elements"><a href="#iterate-array-elements" class="anchor"></a>Iterate array elements</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2"><a href="#val-iter2" class="anchor"></a><code><span><span class="keyword">val</span> iter2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2i"><a href="#val-iter2i" class="anchor"></a><code><span><span class="keyword">val</span> iter2i : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2"><a href="#val-map2" class="anchor"></a><code><span><span class="keyword">val</span> map2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2i"><a href="#val-map2i" class="anchor"></a><code><span><span class="keyword">val</span> map2i : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="examine-array-elements-or-compare-two-arrays"><a href="#examine-array-elements-or-compare-two-arrays" class="anchor"></a>Examine array elements or compare two arrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-exists"><a href="#val-exists" class="anchor"></a><code><span><span class="keyword">val</span> exists : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_exists"><a href="#val-not_exists" class="anchor"></a><code><span><span class="keyword">val</span> not_exists : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-for_all"><a href="#val-for_all" class="anchor"></a><code><span><span class="keyword">val</span> for_all : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_equal"><a href="#val-is_equal" class="anchor"></a><code><span><span class="keyword">val</span> is_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater"><a href="#val-greater" class="anchor"></a><code><span><span class="keyword">val</span> greater : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less"><a href="#val-less" class="anchor"></a><code><span><span class="keyword">val</span> less : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal"><a href="#val-greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal"><a href="#val-less_equal" class="anchor"></a><code><span><span class="keyword">val</span> less_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Any (owl.Owl_dense_ndarray.Any)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; Any</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.Any</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_a/index.html">Owl_dense_ndarray_a</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a arr</span></span><span> = <span><span class="type-var">'a</span> <a href="../../Owl_dense_ndarray_a/index.html#type-arr">Owl_dense_ndarray_a.arr</a></span></span><span> = </span><span>{</span></code><ol><li id="type-arr.shape" class="def record field anchored"><a href="#type-arr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span>int array</span>;</span></code></li><li id="type-arr.stride" class="def record field anchored"><a href="#type-arr.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-arr.data" class="def record field anchored"><a href="#type-arr.data" class="anchor"></a><code><span><span class="keyword">mutable</span> data : <span><span class="type-var">'a</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><h6 id="create-n-dimensional-array"><a href="#create-n-dimensional-array" class="anchor"></a>Create N-dimensional array</h6><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_1d_nd"><a href="#val-index_1d_nd" class="anchor"></a><code><span><span class="keyword">val</span> index_1d_nd : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_nd_1d"><a href="#val-index_nd_1d" class="anchor"></a><code><span><span class="keyword">val</span> index_nd_1d : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><h6 id="manipulate-a-n-dimensional-array"><a href="#manipulate-a-n-dimensional-array" class="anchor"></a>Manipulate a N-dimensional array</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_left"><a href="#val-sub_left" class="anchor"></a><code><span><span class="keyword">val</span> sub_left : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="iterate-array-elements"><a href="#iterate-array-elements" class="anchor"></a>Iterate array elements</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2"><a href="#val-iter2" class="anchor"></a><code><span><span class="keyword">val</span> iter2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2i"><a href="#val-iter2i" class="anchor"></a><code><span><span class="keyword">val</span> iter2i : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2"><a href="#val-map2" class="anchor"></a><code><span><span class="keyword">val</span> map2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2i"><a href="#val-map2i" class="anchor"></a><code><span><span class="keyword">val</span> map2i : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="examine-array-elements-or-compare-two-arrays"><a href="#examine-array-elements-or-compare-two-arrays" class="anchor"></a>Examine array elements or compare two arrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-exists"><a href="#val-exists" class="anchor"></a><code><span><span class="keyword">val</span> exists : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_exists"><a href="#val-not_exists" class="anchor"></a><code><span><span class="keyword">val</span> not_exists : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-for_all"><a href="#val-for_all" class="anchor"></a><code><span><span class="keyword">val</span> for_all : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_equal"><a href="#val-is_equal" class="anchor"></a><code><span><span class="keyword">val</span> is_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater"><a href="#val-greater" class="anchor"></a><code><span><span class="keyword">val</span> greater : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less"><a href="#val-less" class="anchor"></a><code><span><span class="keyword">val</span> less : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal"><a href="#val-greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal"><a href="#val-less_equal" class="anchor"></a><code><span><span class="keyword">val</span> less_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_dense_ndarray/C/index.html b/docs/owl/Owl_dense_ndarray/C/index.html
index 9e5a37e1f..7f196a8ac 100644
--- a/docs/owl/Owl_dense_ndarray/C/index.html
+++ b/docs/owl/Owl_dense_ndarray/C/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>C (owl.Owl_dense_ndarray.C)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; C</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.C</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_c/index.html">Owl_dense_ndarray_c</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>C (owl.Owl_dense_ndarray.C)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; C</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.C</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_c/index.html">Owl_dense_ndarray_c</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_arr"><a href="#type-cast_arr" class="anchor"></a><code><span><span class="keyword">type</span> cast_arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
diff --git a/docs/owl/Owl_dense_ndarray/D/index.html b/docs/owl/Owl_dense_ndarray/D/index.html
index ca445fc9f..b7e6c870d 100644
--- a/docs/owl/Owl_dense_ndarray/D/index.html
+++ b/docs/owl/Owl_dense_ndarray/D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_dense_ndarray.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_d/index.html">Owl_dense_ndarray_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_dense_ndarray.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_d/index.html">Owl_dense_ndarray_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html">Owl_dense_ndarray_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
diff --git a/docs/owl/Owl_dense_ndarray/Generic/index.html b/docs/owl/Owl_dense_ndarray/Generic/index.html
index 2434d144d..7e67c0a94 100644
--- a/docs/owl/Owl_dense_ndarray/Generic/index.html
+++ b/docs/owl/Owl_dense_ndarray/Generic/index.html
@@ -1,5 +1,22 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Generic (owl.Owl_dense_ndarray.Generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; Generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.Generic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_generic/index.html">Owl_dense_ndarray_generic</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>y</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>y</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><p>The generic module supports operations for the following Bigarry element types: Int8_signed, Int8_unsigned, Int16_signed, Int16_unsigned, Int32, Int64, Float32, Float64, Complex32, Complex64.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-kind"><a href="#type-kind" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) kind</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div><div class="spec-doc"><p>Type of the ndarray, e.g., Bigarray.Float32, Bigarray.Complex64, and etc.</p></div></div><h6 id="create-ndarrays"><a href="#create-ndarrays" class="anchor"></a>Create Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>empty Bigarray.Float64 [|3;4;5|]</code> creates a three diemensional array of <code>Bigarray.Float64</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are not initialised, they can be any value. <code>empty</code> is faster than <code>zeros</code> to create a ndarray.</p><p>The module only supports the following four types of ndarray: <code>Bigarray.Float32</code>, <code>Bigarray.Float64</code>, <code>Bigarray.Complex32</code>, and <code>Bigarray.Complex64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>create Bigarray.Float64 [|3;4;5|] 2.</code> creates a three-diemensional array of <code>Bigarray.Float64</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to <code>2.</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>init Bigarray.Float64 d f</code> creates a ndarray <code>x</code> of shape <code>d</code>, then using <code>f</code> to initialise the elements in <code>x</code>. The input of <code>f</code> is 1-dimensional index of the ndarray. You need to explicitly convert it if you need N-dimensional index. The function <code>ind</code> can help you.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>init_nd</code> is almost the same as <code>init</code> but <code>f</code> receives n-dimensional index as input. It is more convenient since you don't have to convert the index by yourself, but this also means <code>init_nd</code> is slower than <code>init</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>zeros Bigarray.Complex32 [|3;4;5|]</code> creates a three-diemensional array of <code>Bigarray.Complex32</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to &quot;zero&quot;. Depending on the <code>kind</code>, zero can be <code>0.</code> or <code>Complex.zero</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>ones Bigarray.Complex32 [|3;4;5|]</code> creates a three-diemensional array of <code>Bigarray.Complex32</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to &quot;one&quot;. Depending on the <code>kind</code>, one can be <code>1.</code> or <code>Complex.one</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>eye m</code> creates an <code>m</code> by <code>m</code> identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>uniform Bigarray.Float64 [|3;4;5|]</code> creates a three-diemensional array of type <code>Bigarray.Float64</code>. Each dimension has the following size: 3, 4, and 5. The elements in the array follow a uniform distribution <code>0,1</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>gaussian Float64 [|3;4;5|]</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson"><a href="#val-poisson" class="anchor"></a><code><span><span class="keyword">val</span> poisson : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>poisson Float64 [|3;4;5|]</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sequential Bigarray.Float64 [|3;4;5|] 2.</code> creates a three-diemensional array of type <code>Bigarray.Float64</code>. Each dimension has the following size: 3, 4, and 5. The elements in the array are assigned sequential values.</p><p><code>?a</code> specifies the starting value and the default value is zero; whilst <code>?step</code> specifies the step size with default value one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>linspace k 0. 9. 10</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>logspace k 0. 9. 10</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>bernoulli k ~p:0.3 [|2;3;4|]</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-complex"><a href="#val-complex" class="anchor"></a><code><span><span class="keyword">val</span> complex : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Generic (owl.Owl_dense_ndarray.Generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script><link rel="stylesheet" href="../../../odoc.support/katex.min.css"/><script src="../../../odoc.support/katex.min.js"></script><script>
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+//]]>
+</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; Generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.Generic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_generic/index.html">Owl_dense_ndarray_generic</a> <span class="keyword">end</span></span></code></summary><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>y</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>y</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><p>The generic module supports operations for the following Bigarry element types: Int8_signed, Int8_unsigned, Int16_signed, Int16_unsigned, Int32, Int64, Float32, Float64, Complex32, Complex64.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-kind"><a href="#type-kind" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) kind</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div><div class="spec-doc"><p>Type of the ndarray, e.g., Bigarray.Float32, Bigarray.Complex64, and etc.</p></div></div><h6 id="create-ndarrays"><a href="#create-ndarrays" class="anchor"></a>Create Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>empty Bigarray.Float64 [|3;4;5|]</code> creates a three diemensional array of <code>Bigarray.Float64</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are not initialised, they can be any value. <code>empty</code> is faster than <code>zeros</code> to create a ndarray.</p><p>The module only supports the following four types of ndarray: <code>Bigarray.Float32</code>, <code>Bigarray.Float64</code>, <code>Bigarray.Complex32</code>, and <code>Bigarray.Complex64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>create Bigarray.Float64 [|3;4;5|] 2.</code> creates a three-diemensional array of <code>Bigarray.Float64</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to <code>2.</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>init Bigarray.Float64 d f</code> creates a ndarray <code>x</code> of shape <code>d</code>, then using <code>f</code> to initialise the elements in <code>x</code>. The input of <code>f</code> is 1-dimensional index of the ndarray. You need to explicitly convert it if you need N-dimensional index. The function <code>ind</code> can help you.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>init_nd</code> is almost the same as <code>init</code> but <code>f</code> receives n-dimensional index as input. It is more convenient since you don't have to convert the index by yourself, but this also means <code>init_nd</code> is slower than <code>init</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>zeros Bigarray.Complex32 [|3;4;5|]</code> creates a three-diemensional array of <code>Bigarray.Complex32</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to &quot;zero&quot;. Depending on the <code>kind</code>, zero can be <code>0.</code> or <code>Complex.zero</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>ones Bigarray.Complex32 [|3;4;5|]</code> creates a three-diemensional array of <code>Bigarray.Complex32</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to &quot;one&quot;. Depending on the <code>kind</code>, one can be <code>1.</code> or <code>Complex.one</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>eye m</code> creates an <code>m</code> by <code>m</code> identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>uniform Bigarray.Float64 [|3;4;5|]</code> creates a three-diemensional array of type <code>Bigarray.Float64</code>. Each dimension has the following size: 3, 4, and 5. The elements in the array follow a uniform distribution <code>0,1</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>gaussian Float64 [|3;4;5|]</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson"><a href="#val-poisson" class="anchor"></a><code><span><span class="keyword">val</span> poisson : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>poisson Float64 [|3;4;5|]</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sequential Bigarray.Float64 [|3;4;5|] 2.</code> creates a three-diemensional array of type <code>Bigarray.Float64</code>. Each dimension has the following size: 3, 4, and 5. The elements in the array are assigned sequential values.</p><p><code>?a</code> specifies the starting value and the default value is zero; whilst <code>?step</code> specifies the step size with default value one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>linspace k 0. 9. 10</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>logspace k 0. 9. 10</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>bernoulli k ~p:0.3 [|2;3;4|]</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-complex"><a href="#val-complex" class="anchor"></a><code><span><span class="keyword">val</span> complex : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
@@ -9,7 +26,13 @@
   <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>complex rho theta</code> constructs a complex ndarray/matrix from polar coordinates <code>rho</code> and <code>theta</code>. <code>rho</code> contains the magnitudes and <code>theta</code> contains phase angles. Note that the behaviour is undefined if <code>rho</code> has negative elelments or <code>theta</code> has infinity elelments.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>unit_basis k n i</code> returns a unit basis vector with <code>i</code>th element set to 1.</p></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape x</code> returns the shape of ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>num_dims x</code> returns the number of dimensions of ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>nth_dim x</code> returns the size of the nth dimension of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel x</code> returns the number of elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>nnz x</code> returns the number of non-zero elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>density x</code> returns the percentage of non-zero elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>size_in_bytes x</code> returns the size of <code>x</code> in bytes in memory.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_shape x y</code> checks whether <code>x</code> and <code>y</code> has the same shape or not.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_data x y</code> checks whether <code>x</code> and <code>y</code> share the same underlying data in the memory. Namely, both variables point to the same memory address. This is done by checking the <code>Data</code> pointer in the Bigarray structure.</p><p>This function is very useful for avoiding unnecessary copying between two ndarrays especially if one has been reshaped or sliced.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kind"><a href="#val-kind" class="anchor"></a><code><span><span class="keyword">val</span> kind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span></span></code></div><div class="spec-doc"><p><code>kind x</code> returns the type of ndarray <code>x</code>. It is one of the four possible values: <code>Bigarray.Float32</code>, <code>Bigarray.Float64</code>, <code>Bigarray.Complex32</code>, and <code>Bigarray.Complex64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>strides x</code> calculates the strides of <code>x</code>. E.g., if <code>x</code> is of shape <code>[|3;4;5|]</code>, the returned strides will be <code>[|20;5;1|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>slice_size</code> calculates the slice size in each dimension, E.g., if <code>x</code> is of shape <code>[|3;4;5|]</code>, the returned slice size will be <code>[|60; 20; 5|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ind"><a href="#val-ind" class="anchor"></a><code><span><span class="keyword">val</span> ind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>ind x i</code> converts <code>x</code>'s one-dimensional index <code>i</code> to n-dimensional one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1d"><a href="#val-i1d" class="anchor"></a><code><span><span class="keyword">val</span> i1d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>i1d x i</code> converts <code>x</code>'s n-dimensional index <code>i</code> to one-dimensional one.</p></div></div><h6 id="manipulate-ndarrays"><a href="#manipulate-ndarrays" class="anchor"></a>Manipulate Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>get x i</code> returns the value at <code>i</code> in <code>x</code>. E.g., <code>get x [|0;2;1|]</code> returns the value at <code>[|0;2;1|]</code> in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set x i a</code> sets the value at <code>i</code> to <code>a</code> in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>get_index i x</code> returns an array of element values specified by the indices <code>i</code>. The length of array <code>i</code> equals the number of dimensions of <code>x</code>. The arrays in <code>i</code> must have the same length, and each represents the indices in that dimension.</p><p>E.g., <code>[| [|1;2|]; [|3;4|] |]</code> returns the value of elements at position <code>(1,3)</code> and <code>(2,4)</code> respectively.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_index i x a</code> sets the value of elements in <code>x</code> according to the indices specified by <code>i</code>. The length of array <code>i</code> equals the number of dimensions of <code>x</code>. The arrays in <code>i</code> must have the same length, and each represents the indices in that dimension.</p><p>If the length of <code>a</code> equals to the length of <code>i</code>, then each element will be assigned by the value in the corresponding position in <code>x</code>. If the length of <code>a</code> equals to one, then all the elements will be assigned the same value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_fancy s x</code> returns a copy of the slice in <code>x</code>. The slice is defined by <code>a</code> which is an <code>int option array</code>. E.g., for a ndarray <code>x</code> of dimension <code>[|2; 2; 3|]</code>, <code>slice [0] x</code> takes the following slices of index <code>\(0,*,*\)</code>, i.e., <code>[|0;0;0|]</code>, <code>[|0;0;1|]</code>, <code>[|0;0;2|]</code> ... Also note that if the length of <code>s</code> is less than the number of dimensions of <code>x</code>, <code>slice</code> function will append slice definition to higher diemensions by assuming all the elements in missing dimensions will be taken.</p><p>Basically, <code>slice</code> function offers very much the same semantic as that in numpy, i.e., start:stop:step grammar, so if you how to index and slice ndarray in numpy, you should not find it difficult to use this function. Please just refer to numpy documentation or my tutorial.</p><p>There are two differences between <code>slice_left</code> and <code>slice</code>: <code>slice_left</code> does not make a copy but simply moving the pointer; <code>slice_left</code> can only make a slice from left-most axis whereas <code>slice</code> is much more flexible and can work on arbitrary axis which need not start from left-most side.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_fancy axis x y</code> set the slice defined by <code>axis</code> in <code>x</code> according to the values in <code>y</code>. <code>y</code> must have the same shape as the one defined by <code>axis</code>.</p><p>About the slice definition of <code>axis</code>, please refer to <code>get_fancy</code> function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_ext"><a href="#val-get_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ext : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>This function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_ext"><a href="#val-set_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ext : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>This function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_slice axis x</code> aims to provide a simpler version of <code>get_fancy</code>. This function assumes that every list element in the passed in <code>int list list</code> represents a range, i.e., <code>R</code> constructor.</p><p>E.g., <code>[[];[0;3];[0]]</code> is equivalent to <code>[R []; R [0;3]; R [0]]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_slice axis x y</code> aims to provide a simpler version of <code>set_fancy</code>. This function assumes that every list element in the passed in <code>int list list</code> represents a range, i.e., <code>R</code> constructor.</p><p>E.g., <code>[[];[0;3];[0]]</code> is equivalent to <code>[R []; R [0;3]; R [0]]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_ext"><a href="#val-get_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_slice_ext axis x</code> is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p><p>E.g., <code>x.%{0;1;2}</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_ext"><a href="#val-set_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Similar to <code>get_slice_ext axis x</code>, this function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_left"><a href="#val-sub_left" class="anchor"></a><code><span><span class="keyword">val</span> sub_left : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Some as <code>Bigarray.sub_left</code>, please refer to Bigarray documentation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_ndarray"><a href="#val-sub_ndarray" class="anchor"></a><code><span><span class="keyword">val</span> sub_ndarray : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p><code>sub_ndarray parts x</code> is similar to <code>Bigarray.sub_left</code>. It splits the passed in ndarray <code>x</code> along the <code>axis 0</code> according to <code>parts</code>. The elelments in <code>parts</code> do not need to be equal but they must sum up to the dimension along axis zero.</p><p>The returned sub-ndarrays share the same memory as <code>x</code>. Because there is no copies made, this function is much faster than using `split` function to divide the lowest dimensionality of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_left"><a href="#val-slice_left" class="anchor"></a><code><span><span class="keyword">val</span> slice_left : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Same as <code>Bigarray.slice_left</code>, please refer to Bigarray documentation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset x</code> resets all the elements in <code>x</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fill x a</code> assigns the value <code>a</code> to the elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>copy x</code> makes a copy of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>resize ~head x d</code> resizes the ndarray <code>x</code>. If there are less number of elelments in the new shape than the old one, the new ndarray shares part of the memory with the old <code>x</code>. <code>head</code> indicates the alignment between the new and old data, either from head or from tail. Note the data is flattened before the operation.</p><p>If there are more elements in the new shape <code>d</code>. Then new memory space will be allocated and the content of <code>x</code> will be copied to the new memory. The rest of the allocated space will be filled with zeros. The default value of <code>head</code> is <code>true</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>reshape x d</code> transforms <code>x</code> into a new shape definted by <code>d</code>. Note the <code>reshape</code> function will not make a copy of <code>x</code>, the returned ndarray shares the same memory with the original <code>x</code>.</p><p>One shape dimension (only one) can be set to <code>-1</code>. In this case, the value is inferred from the length of the array and remaining dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>flatten x</code> transforms <code>x</code> into a one-dimsonal array without making a copy. Therefore the returned value shares the same memory space with original <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>reverse x</code> reverse the order of all elements in the flattened <code>x</code> and returns the results in a new ndarray. The original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>flip ~axis x</code> flips a matrix/ndarray along <code>axis</code>. By default <code>axis = 0</code>. The result is returned in a new matrix/ndarray, so the original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>rotate x d</code> rotates <code>x</code> clockwise <code>d</code> degrees. <code>d</code> must be multiple times of <code>90</code>, otherwise the function will fail. If <code>x</code> is an n-dimensional array, then the function rotates the plane formed by the first and second dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose ~axis x</code> makes a copy of <code>x</code>, then transpose it according to <code>~axis</code>. <code>~axis</code> must be a valid permutation of <code>x</code> dimension indices. E.g., for a three-dimensional ndarray, it can be <code>[2;1;0]</code>, <code>[0;2;1]</code>, <code>[1;2;0]</code>, and etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>swap i j x</code> makes a copy of <code>x</code>, then swaps the data on axis <code>i</code> and <code>j</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tile x a</code> tiles the data in <code>x</code> according the repetition specified by <code>a</code>. This function provides the exact behaviour as <code>numpy.tile</code>, please refer to the numpy's online documentation for details.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>repeat x a</code> repeats the elements of <code>x</code> according the repetition specified by <code>a</code>. The i-th element of <code>a</code> specifies the number of times that the individual entries of the i-th dimension of <code>x</code> should be repeated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_vertical x y</code> concatenates two ndarray <code>x</code> and <code>y</code> vertically. This is just a convenient function for concatenating two ndarrays along their lowest dimension, i.e. 0.</p><p>The associated operator is <code>@||</code>, please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_horizontal x y</code> concatenates two ndarrays <code>x</code> and <code>y</code> horizontally. This is just a convenient function for concatenating two ndarrays along their highest dimension.</p><p>The associated operator is <code>@=</code>, please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_vh</code> is used to assemble small parts of matrices into a bigger one. E.g. In <code>[| [|a; b; c|]; [|d; e; f|]; [|g; h; i|] |]</code>, wherein `a, b, c ... i` are matrices of different shapes. They will be concatenated into a big matrix as follows.</p><p>.. math:: \begin<b>matrix</b> a &amp; b &amp; c \\ d &amp; e &amp; f \\ g &amp; h &amp; i \end<b>matrix</b></p><p>This is achieved by first concatenating along <code>axis:1</code> for each element in the array, then concatenating along <code>axis:0</code>. The number of elements in each array needs not to be equal as long as the aggregated dimensions match. E.g., please check the following example.</p><p>.. code-block:: ocaml</p><p>let a00 = Mat.sequential 2 3 in let a01 = Mat.sequential 2 2 in let a02 = Mat.sequential 2 1 in let a10 = Mat.sequential 3 3 in let a11 = Mat.sequential 3 3 in Mat.concat_vh <code>| [|a00; a01; a02|]; [|a10; a11|] |</code>;;</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concatenate ~axis:2 x</code> concatenates an array of ndarrays along the third dimension. For the ndarrays in <code>x</code>, they must have the same shape except the dimension specified by <code>axis</code>. The default value of <code>axis</code> is 0, i.e., the lowest dimension of a matrix/ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>stack ~axis x</code> stacks an array of ndarrays along the <code>axis</code> dimension. For example, if <code>x</code> contains K ndarrays of shape <code>|2;3|</code>, then <code>stack ~axis:1 x</code> will return an ndarray of dimensions <code>|2;K;3|</code>. The ndarrays in <code>x</code>, they must all have the same shape. The default value of <code>axis</code> is 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p><code>split ~axis parts x</code> splits an ndarray <code>x</code> into parts along the specified <code>axis</code>. This function is the inverse operation of <code>concatenate</code>. The elements in <code>x</code> must sum up to the dimension in the specified axis.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> array</span></span></code></div><div class="spec-doc"><p><code>split_vh parts x</code> splits a passed in ndarray <code>x</code> along the first two dimensions, i.e. <code>axis 0</code> and <code>axis 1</code>. This is the inverse operation of <code>concat_vh</code> function, and the function is very useful in dividing a big matrix into smaller (especially heterogeneous) parts.</p><p>For example, given a matrix <code>x</code> of shape <code>[|8;10|]</code>, it is possible to split in the following ways.</p><p>.. code-block:: ocaml</p><p>Mat.split_vh <code>| [|(8,5);(8,5)|] |</code> x;; Mat.split_vh <code>| [|(4,5);(4,5)|]; [|(4,10)|] |</code> x;; Mat.split_vh <code>| [|(4,5);(4,5)|]; [|(4,5);(4,5)|] |</code> x;;</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>squeeze ~axis x</code> removes single-dimensional entries from the shape of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>expand x d</code> reshapes <code>x</code> by increasing its rank from <code>num_dims x</code> to <code>d</code>. The opposite operation is <code>squeeze x</code>. The <code>hi</code> parameter is used to specify whether the expandsion is along high dimension (by setting <code>true</code>), or along the low dimension (by setting <code>false</code>). The default value is <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pad ~v p x</code> pads a ndarray <code>x</code> with a constant value <code>v</code>. The padding index <code>p</code> is a list of lists of 2 integers. These two integers denote padding width at both edges of one dimension of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dropout ~rate:0.3 x</code> drops out 30% of the elements in <code>x</code>, in other words, by setting their values to zeros.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div><div class="spec-doc"><p><code>top x n</code> returns the indices of <code>n</code> greatest values of <code>x</code>. The indices are arranged according to the corresponding element values, from the greatest one to the smallest one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div><div class="spec-doc"><p><code>bottom x n</code> returns the indices of <code>n</code> smallest values of <code>x</code>. The indices are arranged according to the corresponding element values, from the smallest one to the greatest one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort1"><a href="#val-sort1" class="anchor"></a><code><span><span class="keyword">val</span> sort1 : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sort1 ~axis x</code> performs quicksort of the elements along specific <code>axis</code> in <code>x</code>. A new copy is returned as result, the original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sort x</code> performs quicksort of the elelments in <code>x</code>. A new copy is returned as result, the original <code>x</code> remains intact. If you want to perform in-place sorting, please use `sort_` instead.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>argsort x</code> returns the indices with which the elements in <code>x</code> are sorted in increasing order. Note that the returned index ndarray has the same shape as that of <code>x</code>, and the indices are 1D indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span>int array</span></span></code></div><div class="spec-doc"><p><code>draw ~axis x n</code> draws <code>n</code> samples from <code>x</code> along the specified <code>axis</code>, with replacement. <code>axis</code> is set to zero by default. The return is a tuple of both samples and the indices of the selected samples.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mmap"><a href="#val-mmap" class="anchor"></a><code><span><span class="keyword">val</span> mmap : 
+  <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>complex rho theta</code> constructs a complex ndarray/matrix from polar coordinates <code>rho</code> and <code>theta</code>. <code>rho</code> contains the magnitudes and <code>theta</code> contains phase angles. Note that the behaviour is undefined if <code>rho</code> has negative elelments or <code>theta</code> has infinity elelments.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>unit_basis k n i</code> returns a unit basis vector with <code>i</code>th element set to 1.</p></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape x</code> returns the shape of ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>num_dims x</code> returns the number of dimensions of ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>nth_dim x</code> returns the size of the nth dimension of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel x</code> returns the number of elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>nnz x</code> returns the number of non-zero elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>density x</code> returns the percentage of non-zero elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>size_in_bytes x</code> returns the size of <code>x</code> in bytes in memory.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_shape x y</code> checks whether <code>x</code> and <code>y</code> has the same shape or not.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_data x y</code> checks whether <code>x</code> and <code>y</code> share the same underlying data in the memory. Namely, both variables point to the same memory address. This is done by checking the <code>Data</code> pointer in the Bigarray structure.</p><p>This function is very useful for avoiding unnecessary copying between two ndarrays especially if one has been reshaped or sliced.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kind"><a href="#val-kind" class="anchor"></a><code><span><span class="keyword">val</span> kind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span></span></code></div><div class="spec-doc"><p><code>kind x</code> returns the type of ndarray <code>x</code>. It is one of the four possible values: <code>Bigarray.Float32</code>, <code>Bigarray.Float64</code>, <code>Bigarray.Complex32</code>, and <code>Bigarray.Complex64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>strides x</code> calculates the strides of <code>x</code>. E.g., if <code>x</code> is of shape <code>[|3;4;5|]</code>, the returned strides will be <code>[|20;5;1|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>slice_size</code> calculates the slice size in each dimension, E.g., if <code>x</code> is of shape <code>[|3;4;5|]</code>, the returned slice size will be <code>[|60; 20; 5|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ind"><a href="#val-ind" class="anchor"></a><code><span><span class="keyword">val</span> ind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>ind x i</code> converts <code>x</code>'s one-dimensional index <code>i</code> to n-dimensional one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1d"><a href="#val-i1d" class="anchor"></a><code><span><span class="keyword">val</span> i1d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>i1d x i</code> converts <code>x</code>'s n-dimensional index <code>i</code> to one-dimensional one.</p></div></div><h6 id="manipulate-ndarrays"><a href="#manipulate-ndarrays" class="anchor"></a>Manipulate Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>get x i</code> returns the value at <code>i</code> in <code>x</code>. E.g., <code>get x [|0;2;1|]</code> returns the value at <code>[|0;2;1|]</code> in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set x i a</code> sets the value at <code>i</code> to <code>a</code> in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>get_index i x</code> returns an array of element values specified by the indices <code>i</code>. The length of array <code>i</code> equals the number of dimensions of <code>x</code>. The arrays in <code>i</code> must have the same length, and each represents the indices in that dimension.</p><p>E.g., <code>[| [|1;2|]; [|3;4|] |]</code> returns the value of elements at position <code>(1,3)</code> and <code>(2,4)</code> respectively.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_index i x a</code> sets the value of elements in <code>x</code> according to the indices specified by <code>i</code>. The length of array <code>i</code> equals the number of dimensions of <code>x</code>. The arrays in <code>i</code> must have the same length, and each represents the indices in that dimension.</p><p>If the length of <code>a</code> equals to the length of <code>i</code>, then each element will be assigned by the value in the corresponding position in <code>x</code>. If the length of <code>a</code> equals to one, then all the elements will be assigned the same value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_fancy s x</code> returns a copy of the slice in <code>x</code>. The slice is defined by <code>a</code> which is an <code>int option array</code>. E.g., for a ndarray <code>x</code> of dimension <code>[|2; 2; 3|]</code>, <code>slice [0] x</code> takes the following slices of index <code>\(0,*,*\)</code>, i.e., <code>[|0;0;0|]</code>, <code>[|0;0;1|]</code>, <code>[|0;0;2|]</code> ... Also note that if the length of <code>s</code> is less than the number of dimensions of <code>x</code>, <code>slice</code> function will append slice definition to higher diemensions by assuming all the elements in missing dimensions will be taken.</p><p>Basically, <code>slice</code> function offers very much the same semantic as that in numpy, i.e., start:stop:step grammar, so if you how to index and slice ndarray in numpy, you should not find it difficult to use this function. Please just refer to numpy documentation or my tutorial.</p><p>There are two differences between <code>slice_left</code> and <code>slice</code>: <code>slice_left</code> does not make a copy but simply moving the pointer; <code>slice_left</code> can only make a slice from left-most axis whereas <code>slice</code> is much more flexible and can work on arbitrary axis which need not start from left-most side.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_fancy axis x y</code> set the slice defined by <code>axis</code> in <code>x</code> according to the values in <code>y</code>. <code>y</code> must have the same shape as the one defined by <code>axis</code>.</p><p>About the slice definition of <code>axis</code>, please refer to <code>get_fancy</code> function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_ext"><a href="#val-get_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ext : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>This function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_ext"><a href="#val-set_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ext : <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>This function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_slice axis x</code> aims to provide a simpler version of <code>get_fancy</code>. This function assumes that every list element in the passed in <code>int list list</code> represents a range, i.e., <code>R</code> constructor.</p><p>E.g., <code>[[];[0;3];[0]]</code> is equivalent to <code>[R []; R [0;3]; R [0]]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_slice axis x y</code> aims to provide a simpler version of <code>set_fancy</code>. This function assumes that every list element in the passed in <code>int list list</code> represents a range, i.e., <code>R</code> constructor.</p><p>E.g., <code>[[];[0;3];[0]]</code> is equivalent to <code>[R []; R [0;3]; R [0]]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_ext"><a href="#val-get_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_slice_ext axis x</code> is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p><p>E.g., <code>x.%{0;1;2}</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_ext"><a href="#val-set_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Similar to <code>get_slice_ext axis x</code>, this function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_left"><a href="#val-sub_left" class="anchor"></a><code><span><span class="keyword">val</span> sub_left : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Some as <code>Bigarray.sub_left</code>, please refer to Bigarray documentation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_ndarray"><a href="#val-sub_ndarray" class="anchor"></a><code><span><span class="keyword">val</span> sub_ndarray : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p><code>sub_ndarray parts x</code> is similar to <code>Bigarray.sub_left</code>. It splits the passed in ndarray <code>x</code> along the <code>axis 0</code> according to <code>parts</code>. The elelments in <code>parts</code> do not need to be equal but they must sum up to the dimension along axis zero.</p><p>The returned sub-ndarrays share the same memory as <code>x</code>. Because there is no copies made, this function is much faster than using `split` function to divide the lowest dimensionality of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_left"><a href="#val-slice_left" class="anchor"></a><code><span><span class="keyword">val</span> slice_left : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Same as <code>Bigarray.slice_left</code>, please refer to Bigarray documentation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset x</code> resets all the elements in <code>x</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fill x a</code> assigns the value <code>a</code> to the elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>copy x</code> makes a copy of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>resize ~head x d</code> resizes the ndarray <code>x</code>. If there are less number of elelments in the new shape than the old one, the new ndarray shares part of the memory with the old <code>x</code>. <code>head</code> indicates the alignment between the new and old data, either from head or from tail. Note the data is flattened before the operation.</p><p>If there are more elements in the new shape <code>d</code>. Then new memory space will be allocated and the content of <code>x</code> will be copied to the new memory. The rest of the allocated space will be filled with zeros. The default value of <code>head</code> is <code>true</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>reshape x d</code> transforms <code>x</code> into a new shape definted by <code>d</code>. Note the <code>reshape</code> function will not make a copy of <code>x</code>, the returned ndarray shares the same memory with the original <code>x</code>.</p><p>One shape dimension (only one) can be set to <code>-1</code>. In this case, the value is inferred from the length of the array and remaining dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>flatten x</code> transforms <code>x</code> into a one-dimsonal array without making a copy. Therefore the returned value shares the same memory space with original <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>reverse x</code> reverse the order of all elements in the flattened <code>x</code> and returns the results in a new ndarray. The original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>flip ~axis x</code> flips a matrix/ndarray along <code>axis</code>. By default <code>axis = 0</code>. The result is returned in a new matrix/ndarray, so the original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>rotate x d</code> rotates <code>x</code> clockwise <code>d</code> degrees. <code>d</code> must be multiple times of <code>90</code>, otherwise the function will fail. If <code>x</code> is an n-dimensional array, then the function rotates the plane formed by the first and second dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose ~axis x</code> makes a copy of <code>x</code>, then transpose it according to <code>~axis</code>. <code>~axis</code> must be a valid permutation of <code>x</code> dimension indices. E.g., for a three-dimensional ndarray, it can be <code>[2;1;0]</code>, <code>[0;2;1]</code>, <code>[1;2;0]</code>, and etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>swap i j x</code> makes a copy of <code>x</code>, then swaps the data on axis <code>i</code> and <code>j</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tile x a</code> tiles the data in <code>x</code> according the repetition specified by <code>a</code>. This function provides the exact behaviour as <code>numpy.tile</code>, please refer to the numpy's online documentation for details.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>repeat x a</code> repeats the elements of <code>x</code> according the repetition specified by <code>a</code>. The i-th element of <code>a</code> specifies the number of times that the individual entries of the i-th dimension of <code>x</code> should be repeated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_vertical x y</code> concatenates two ndarray <code>x</code> and <code>y</code> vertically. This is just a convenient function for concatenating two ndarrays along their lowest dimension, i.e. 0.</p><p>The associated operator is <code>@||</code>, please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_horizontal x y</code> concatenates two ndarrays <code>x</code> and <code>y</code> horizontally. This is just a convenient function for concatenating two ndarrays along their highest dimension.</p><p>The associated operator is <code>@=</code>, please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_vh</code> is used to assemble small parts of matrices into a bigger one. E.g. In <code>[| [|a; b; c|]; [|d; e; f|]; [|g; h; i|] |]</code>, wherein `a, b, c ... i` are matrices of different shapes. They will be concatenated into a big matrix as follows.</p><div><pre class="odoc-katex-math display">
+  \begin{bmatrix}
+    a &amp; b &amp; c \\
+    d &amp; e &amp; f \\
+    g &amp; h &amp; i
+  \end{bmatrix}
+</pre></div><p>This is achieved by first concatenating along <code>axis:1</code> for each element in the array, then concatenating along <code>axis:0</code>. The number of elements in each array needs not to be equal as long as the aggregated dimensions match. E.g., please check the following example.</p><p>.. code-block:: ocaml</p><p>let a00 = Mat.sequential 2 3 in let a01 = Mat.sequential 2 2 in let a02 = Mat.sequential 2 1 in let a10 = Mat.sequential 3 3 in let a11 = Mat.sequential 3 3 in Mat.concat_vh <code>| [|a00; a01; a02|]; [|a10; a11|] |</code>;;</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concatenate ~axis:2 x</code> concatenates an array of ndarrays along the third dimension. For the ndarrays in <code>x</code>, they must have the same shape except the dimension specified by <code>axis</code>. The default value of <code>axis</code> is 0, i.e., the lowest dimension of a matrix/ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>stack ~axis x</code> stacks an array of ndarrays along the <code>axis</code> dimension. For example, if <code>x</code> contains K ndarrays of shape <code>|2;3|</code>, then <code>stack ~axis:1 x</code> will return an ndarray of dimensions <code>|2;K;3|</code>. The ndarrays in <code>x</code>, they must all have the same shape. The default value of <code>axis</code> is 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p><code>split ~axis parts x</code> splits an ndarray <code>x</code> into parts along the specified <code>axis</code>. This function is the inverse operation of <code>concatenate</code>. The elements in <code>x</code> must sum up to the dimension in the specified axis.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> array</span></span></code></div><div class="spec-doc"><p><code>split_vh parts x</code> splits a passed in ndarray <code>x</code> along the first two dimensions, i.e. <code>axis 0</code> and <code>axis 1</code>. This is the inverse operation of <code>concat_vh</code> function, and the function is very useful in dividing a big matrix into smaller (especially heterogeneous) parts.</p><p>For example, given a matrix <code>x</code> of shape <code>[|8;10|]</code>, it is possible to split in the following ways.</p><p>.. code-block:: ocaml</p><p>Mat.split_vh <code>| [|(8,5);(8,5)|] |</code> x;; Mat.split_vh <code>| [|(4,5);(4,5)|]; [|(4,10)|] |</code> x;; Mat.split_vh <code>| [|(4,5);(4,5)|]; [|(4,5);(4,5)|] |</code> x;;</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>squeeze ~axis x</code> removes single-dimensional entries from the shape of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>expand x d</code> reshapes <code>x</code> by increasing its rank from <code>num_dims x</code> to <code>d</code>. The opposite operation is <code>squeeze x</code>. The <code>hi</code> parameter is used to specify whether the expandsion is along high dimension (by setting <code>true</code>), or along the low dimension (by setting <code>false</code>). The default value is <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pad ~v p x</code> pads a ndarray <code>x</code> with a constant value <code>v</code>. The padding index <code>p</code> is a list of lists of 2 integers. These two integers denote padding width at both edges of one dimension of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dropout ~rate:0.3 x</code> drops out 30% of the elements in <code>x</code>, in other words, by setting their values to zeros.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div><div class="spec-doc"><p><code>top x n</code> returns the indices of <code>n</code> greatest values of <code>x</code>. The indices are arranged according to the corresponding element values, from the greatest one to the smallest one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div><div class="spec-doc"><p><code>bottom x n</code> returns the indices of <code>n</code> smallest values of <code>x</code>. The indices are arranged according to the corresponding element values, from the smallest one to the greatest one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort1"><a href="#val-sort1" class="anchor"></a><code><span><span class="keyword">val</span> sort1 : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sort1 ~axis x</code> performs quicksort of the elements along specific <code>axis</code> in <code>x</code>. A new copy is returned as result, the original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sort x</code> performs quicksort of the elelments in <code>x</code>. A new copy is returned as result, the original <code>x</code> remains intact. If you want to perform in-place sorting, please use `sort_` instead.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>argsort x</code> returns the indices with which the elements in <code>x</code> are sorted in increasing order. Note that the returned index ndarray has the same shape as that of <code>x</code>, and the indices are 1D indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span>int array</span></span></code></div><div class="spec-doc"><p><code>draw ~axis x n</code> draws <code>n</code> samples from <code>x</code> along the specified <code>axis</code>, with replacement. <code>axis</code> is set to zero by default. The return is a tuple of both samples and the indices of the selected samples.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mmap"><a href="#val-mmap" class="anchor"></a><code><span><span class="keyword">val</span> mmap : 
   <span><span class="xref-unresolved">Unix</span>.file_descr <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?pos</span>:int64 <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span>
@@ -98,7 +121,8 @@
   <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>vecnorm ~axis ~p x</code> calculates the generalised vector p-norm along the specified <code>axis</code>. The generalised p-norm is defined as below.</p><p>.. math:: ||v||_p = \Big<code> \sum_{k=0}^{N-1} |v_k|^p \Big</code>^</p><p>/p</p><p>Parameters: * <code>axis</code> is the axis for reduction. * <code>p</code> is order of norm, default value is 2. * <code>x</code> is the input ndarray.</p><p>Returns: * If <code>p = infinity</code>, then returns :math:`||v||_<code>\infty</code> = \max_i(|v(i)|)`. * If <code>p = -infinity</code>, then returns :math:`||v||_</p><p>\infty</p><p>}</p><p>= \min_i(|v(i)|)`. * Otherwise returns generalised vector p-norm defined above.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vecnorm'"><a href="#val-vecnorm'" class="anchor"></a><code><span><span class="keyword">val</span> vecnorm' : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>vecnorm'</code> flattens the input into 1-d vector first, then calculates the generalised p-norm the same as <code>venorm</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cumsum"><a href="#val-cumsum" class="anchor"></a><code><span><span class="keyword">val</span> cumsum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cumsum ~axis x</code> : performs cumulative sum of the elements along the given axis <code>~axis</code>. If <code>~axis</code> is <code>None</code>, then the <code>cumsum</code> is performed along the lowest dimension. The returned result however always remains the same shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cumprod"><a href="#val-cumprod" class="anchor"></a><code><span><span class="keyword">val</span> cumprod : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cumprod ~axis x</code> : similar to <code>cumsum</code> but performs cumulative product of the elements along the given <code>~axis</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cummin"><a href="#val-cummin" class="anchor"></a><code><span><span class="keyword">val</span> cummin : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cummin ~axis x</code> : performs cumulative <code>min</code> along <code>axis</code> dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cummax"><a href="#val-cummax" class="anchor"></a><code><span><span class="keyword">val</span> cummax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cummax ~axis x</code> : performs cumulative <code>max</code> along <code>axis</code> dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>diff ~axis ~n x</code> calculates the <code>n</code>-th difference of <code>x</code> along the specified <code>axis</code>.</p><p>Parameters: * <code>axis</code>: axis to calculate the difference. The default value is the highest dimension. * <code>n</code>: how many times to calculate the difference. The default value is 1.</p><p>Return: * The difference ndarray y. Note that the shape of <code>y</code> 1 less than that of <code>x</code> along specified axis.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angle"><a href="#val-angle" class="anchor"></a><code><span><span class="keyword">val</span> angle : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>angle x</code> calculates the phase angle of all complex numbers in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-proj"><a href="#val-proj" class="anchor"></a><code><span><span class="keyword">val</span> proj : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>proj x</code> computes the projection on Riemann sphere of all elelments in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lgamma"><a href="#val-lgamma" class="anchor"></a><code><span><span class="keyword">val</span> lgamma : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lgamma x</code> computes the loggamma of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dawsn x</code> computes the Dawson function of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0"><a href="#val-i0" class="anchor"></a><code><span><span class="keyword">val</span> i0 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i0 x</code> computes the modified Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0e"><a href="#val-i0e" class="anchor"></a><code><span><span class="keyword">val</span> i0e : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i0e x</code> computes the exponentially scaled modified Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1"><a href="#val-i1" class="anchor"></a><code><span><span class="keyword">val</span> i1 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i1 x</code> computes the modified Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1e"><a href="#val-i1e" class="anchor"></a><code><span><span class="keyword">val</span> i1e : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i1e x</code> computes the exponentially scaled modified Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv"><a href="#val-iv" class="anchor"></a><code><span><span class="keyword">val</span> iv : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>iv v x</code> computes modified Bessel function of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_iv"><a href="#val-scalar_iv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_iv : <span><span class="label">v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_iv v x</code> computes the modified Bessel function of <code>x</code> of real order <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv_scalar"><a href="#val-iv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> iv_scalar : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>iv_scalar v x</code> computes modified Bessel function of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j0"><a href="#val-j0" class="anchor"></a><code><span><span class="keyword">val</span> j0 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>j0 x</code> computes the Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j1"><a href="#val-j1" class="anchor"></a><code><span><span class="keyword">val</span> j1 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>j1 x</code> computes the Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv"><a href="#val-jv" class="anchor"></a><code><span><span class="keyword">val</span> jv : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>jv v x</code> computes Bessel function the first kind of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_jv"><a href="#val-scalar_jv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_jv : <span><span class="label">v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_jv v x</code> computes the Bessel function of the first kind of <code>x</code> of real order <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv_scalar"><a href="#val-jv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> jv_scalar : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>jv_scalar v x</code> computes Bessel function of the first kind of <code>x</code> of real order <code>v</code></p></div></div><h6 id="binary-math-operators"><a href="#binary-math-operators" class="anchor"></a>Binary math operators</h6><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>add x y</code> adds all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p><p>General broadcast operation is automatically applied to add/sub/mul/div, etc. The function compares the dimension element-wise from the highest to the lowest with the following broadcast rules (same as numpy): 1. equal; 2. either is 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sub x y</code> subtracts all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mul x y</code> multiplies all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>div x y</code> divides all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>add_scalar x a</code> adds a scalar value <code>a</code> to each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sub_scalar x a</code> subtracts a scalar value <code>a</code> from each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mul_scalar x a</code> multiplies each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>div_scalar x a</code> divides each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_add a x</code> adds a scalar value <code>a</code> to each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_sub a x</code> subtracts each element in <code>x</code> from a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_mul a x</code> multiplies each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_div a x</code> divides a scalar value <code>a</code> by each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pow x y</code> computes <code>pow(a, b)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_pow a x</code> computes the power value of a scalar value <code>a</code> using the elements in a ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pow_scalar x a</code> computes each element in <code>x</code> power to <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>atan2 x y</code> computes <code>atan2(a, b)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_atan2 a x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_atan2 x a</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes <code>sqrt(x*x + y*y)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>min2 x y</code> computes the minimum of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max2 x y</code> computes the maximum of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fmod x y</code> performs float mod division.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar"><a href="#val-fmod_scalar" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fmod_scalar x a</code> performs mod division between <code>x</code> and scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod"><a href="#val-scalar_fmod" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_fmod x a</code> performs mod division between scalar <code>a</code> and <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ssqr'"><a href="#val-ssqr'" class="anchor"></a><code><span><span class="keyword">val</span> ssqr' : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>ssqr x a</code> computes the sum of squared differences of all the elements in <code>x</code> from constant <code>a</code>. This function only computes the square of each element rather than the conjugate transpose as <a href="#val-l2norm_sqr"><code>l2norm_sqr</code></a> does.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ssqr_diff'"><a href="#val-ssqr_diff'" class="anchor"></a><code><span><span class="keyword">val</span> ssqr_diff' : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>ssqr_diff x y</code> computes the sum of squared differences of every elements in <code>x</code> and its corresponding element in <code>y</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy'"><a href="#val-cross_entropy'" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy' : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cross_entropy x y</code> calculates the cross entropy between <code>x</code> and <code>y</code> using base <code>e</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="optlabel">?amin</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?amax</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>clip_by_value ~amin ~amax x</code> clips the elements in <code>x</code> based on <code>amin</code> and <code>amax</code>. The elements smaller than <code>amin</code> will be set to <code>amin</code>, and the elements greater than <code>amax</code> will be set to <code>amax</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm t x</code> clips the <code>x</code> according to the threshold set by <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fma x y z</code> calculates the `fused multiply add`, i.e. <code>(x * y) + z</code>.</p></div></div><h6 id="tensor-calculus"><a href="#tensor-calculus" class="anchor"></a>Tensor Calculus</h6><div class="odoc-spec"><div class="spec value anchored" id="val-contract1"><a href="#val-contract1" class="anchor"></a><code><span><span class="keyword">val</span> contract1 : <span><span><span>(int * int)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>contract1 index_pairs x</code> performs indices contraction (a.k.a tensor contraction) on <code>x</code>. <code>index_pairs</code> is an array of contracted indices.</p><p>Caveat: Not well tested yet, use with care! Also, consider to use TTGT in future for better performance.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-contract2"><a href="#val-contract2" class="anchor"></a><code><span><span class="keyword">val</span> contract2 : <span><span><span>(int * int)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>contract2 index_pairs x y</code> performs indices contraction (a.k.a tensor contraction) on two ndarrays <code>x</code> and <code>y</code>. <code>index_pairs</code> is an array of contracted indices, the first element is the index of <code>x</code>, the second is that of <code>y</code>.</p><p>Caveat: Not well tested yet, use with care! Also, consider to use TTGT in future for better performance.</p></div></div><h6 id="cast-functions"><a href="#cast-functions" class="anchor"></a>Cast functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-cast"><a href="#val-cast" class="anchor"></a><code><span><span class="keyword">val</span> cast : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast kind x</code> casts <code>x</code> of type <code>('c, 'd) t</code> to type <code>('a, 'b) t</code> specify by the passed in <code>kind</code> parameter. This function is a generalisation of the other casting functions such as <code>cast_s2d</code>, <code>cast_c2z</code>, and etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cast_s2d"><a href="#val-cast_s2d" class="anchor"></a><code><span><span class="keyword">val</span> cast_s2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>vecnorm ~axis ~p x</code> calculates the generalised vector p-norm along the specified <code>axis</code>. The generalised p-norm is defined as below.</p><div><pre class="odoc-katex-math display">
+  ||v||_p = \Big[ \sum_{k=0}^{N-1} |v_k|^p \Big]^{1/p}</pre></div><p>Parameters: * <code>axis</code> is the axis for reduction. * <code>p</code> is order of norm, default value is 2. * <code>x</code> is the input ndarray.</p><p>Returns: * If <code>p = infinity</code>, then returns <code class="odoc-katex-math">||v||_{\infty} = \max_i(|v(i)|)</code>. * If <code>p = -infinity</code>, then returns <code class="odoc-katex-math">||v||_{-\infty} = \min_i(|v(i)|)</code>. * Otherwise returns generalised vector p-norm defined above.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vecnorm'"><a href="#val-vecnorm'" class="anchor"></a><code><span><span class="keyword">val</span> vecnorm' : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>vecnorm'</code> flattens the input into 1-d vector first, then calculates the generalised p-norm the same as <code>venorm</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cumsum"><a href="#val-cumsum" class="anchor"></a><code><span><span class="keyword">val</span> cumsum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cumsum ~axis x</code> : performs cumulative sum of the elements along the given axis <code>~axis</code>. If <code>~axis</code> is <code>None</code>, then the <code>cumsum</code> is performed along the lowest dimension. The returned result however always remains the same shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cumprod"><a href="#val-cumprod" class="anchor"></a><code><span><span class="keyword">val</span> cumprod : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cumprod ~axis x</code> : similar to <code>cumsum</code> but performs cumulative product of the elements along the given <code>~axis</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cummin"><a href="#val-cummin" class="anchor"></a><code><span><span class="keyword">val</span> cummin : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cummin ~axis x</code> : performs cumulative <code>min</code> along <code>axis</code> dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cummax"><a href="#val-cummax" class="anchor"></a><code><span><span class="keyword">val</span> cummax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cummax ~axis x</code> : performs cumulative <code>max</code> along <code>axis</code> dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>diff ~axis ~n x</code> calculates the <code>n</code>-th difference of <code>x</code> along the specified <code>axis</code>.</p><p>Parameters: * <code>axis</code>: axis to calculate the difference. The default value is the highest dimension. * <code>n</code>: how many times to calculate the difference. The default value is 1.</p><p>Return: * The difference ndarray y. Note that the shape of <code>y</code> 1 less than that of <code>x</code> along specified axis.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angle"><a href="#val-angle" class="anchor"></a><code><span><span class="keyword">val</span> angle : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>angle x</code> calculates the phase angle of all complex numbers in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-proj"><a href="#val-proj" class="anchor"></a><code><span><span class="keyword">val</span> proj : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>proj x</code> computes the projection on Riemann sphere of all elelments in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lgamma"><a href="#val-lgamma" class="anchor"></a><code><span><span class="keyword">val</span> lgamma : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lgamma x</code> computes the loggamma of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dawsn x</code> computes the Dawson function of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0"><a href="#val-i0" class="anchor"></a><code><span><span class="keyword">val</span> i0 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i0 x</code> computes the modified Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0e"><a href="#val-i0e" class="anchor"></a><code><span><span class="keyword">val</span> i0e : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i0e x</code> computes the exponentially scaled modified Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1"><a href="#val-i1" class="anchor"></a><code><span><span class="keyword">val</span> i1 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i1 x</code> computes the modified Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1e"><a href="#val-i1e" class="anchor"></a><code><span><span class="keyword">val</span> i1e : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i1e x</code> computes the exponentially scaled modified Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv"><a href="#val-iv" class="anchor"></a><code><span><span class="keyword">val</span> iv : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>iv v x</code> computes modified Bessel function of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_iv"><a href="#val-scalar_iv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_iv : <span><span class="label">v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_iv v x</code> computes the modified Bessel function of <code>x</code> of real order <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv_scalar"><a href="#val-iv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> iv_scalar : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>iv_scalar v x</code> computes modified Bessel function of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j0"><a href="#val-j0" class="anchor"></a><code><span><span class="keyword">val</span> j0 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>j0 x</code> computes the Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j1"><a href="#val-j1" class="anchor"></a><code><span><span class="keyword">val</span> j1 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>j1 x</code> computes the Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv"><a href="#val-jv" class="anchor"></a><code><span><span class="keyword">val</span> jv : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>jv v x</code> computes Bessel function the first kind of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_jv"><a href="#val-scalar_jv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_jv : <span><span class="label">v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_jv v x</code> computes the Bessel function of the first kind of <code>x</code> of real order <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv_scalar"><a href="#val-jv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> jv_scalar : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>jv_scalar v x</code> computes Bessel function of the first kind of <code>x</code> of real order <code>v</code></p></div></div><h6 id="binary-math-operators"><a href="#binary-math-operators" class="anchor"></a>Binary math operators</h6><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>add x y</code> adds all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p><p>General broadcast operation is automatically applied to add/sub/mul/div, etc. The function compares the dimension element-wise from the highest to the lowest with the following broadcast rules (same as numpy): 1. equal; 2. either is 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sub x y</code> subtracts all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mul x y</code> multiplies all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>div x y</code> divides all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>add_scalar x a</code> adds a scalar value <code>a</code> to each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sub_scalar x a</code> subtracts a scalar value <code>a</code> from each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mul_scalar x a</code> multiplies each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>div_scalar x a</code> divides each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_add a x</code> adds a scalar value <code>a</code> to each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_sub a x</code> subtracts each element in <code>x</code> from a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_mul a x</code> multiplies each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_div a x</code> divides a scalar value <code>a</code> by each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pow x y</code> computes <code>pow(a, b)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_pow a x</code> computes the power value of a scalar value <code>a</code> using the elements in a ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pow_scalar x a</code> computes each element in <code>x</code> power to <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>atan2 x y</code> computes <code>atan2(a, b)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_atan2 a x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_atan2 x a</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes <code>sqrt(x*x + y*y)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>min2 x y</code> computes the minimum of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max2 x y</code> computes the maximum of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fmod x y</code> performs float mod division.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar"><a href="#val-fmod_scalar" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fmod_scalar x a</code> performs mod division between <code>x</code> and scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod"><a href="#val-scalar_fmod" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_fmod x a</code> performs mod division between scalar <code>a</code> and <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ssqr'"><a href="#val-ssqr'" class="anchor"></a><code><span><span class="keyword">val</span> ssqr' : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>ssqr x a</code> computes the sum of squared differences of all the elements in <code>x</code> from constant <code>a</code>. This function only computes the square of each element rather than the conjugate transpose as <a href="#val-l2norm_sqr"><code>l2norm_sqr</code></a> does.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ssqr_diff'"><a href="#val-ssqr_diff'" class="anchor"></a><code><span><span class="keyword">val</span> ssqr_diff' : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>ssqr_diff x y</code> computes the sum of squared differences of every elements in <code>x</code> and its corresponding element in <code>y</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy'"><a href="#val-cross_entropy'" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy' : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cross_entropy x y</code> calculates the cross entropy between <code>x</code> and <code>y</code> using base <code>e</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="optlabel">?amin</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?amax</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>clip_by_value ~amin ~amax x</code> clips the elements in <code>x</code> based on <code>amin</code> and <code>amax</code>. The elements smaller than <code>amin</code> will be set to <code>amin</code>, and the elements greater than <code>amax</code> will be set to <code>amax</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm t x</code> clips the <code>x</code> according to the threshold set by <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fma x y z</code> calculates the `fused multiply add`, i.e. <code>(x * y) + z</code>.</p></div></div><h6 id="tensor-calculus"><a href="#tensor-calculus" class="anchor"></a>Tensor Calculus</h6><div class="odoc-spec"><div class="spec value anchored" id="val-contract1"><a href="#val-contract1" class="anchor"></a><code><span><span class="keyword">val</span> contract1 : <span><span><span>(int * int)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>contract1 index_pairs x</code> performs indices contraction (a.k.a tensor contraction) on <code>x</code>. <code>index_pairs</code> is an array of contracted indices.</p><p>Caveat: Not well tested yet, use with care! Also, consider to use TTGT in future for better performance.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-contract2"><a href="#val-contract2" class="anchor"></a><code><span><span class="keyword">val</span> contract2 : <span><span><span>(int * int)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>contract2 index_pairs x y</code> performs indices contraction (a.k.a tensor contraction) on two ndarrays <code>x</code> and <code>y</code>. <code>index_pairs</code> is an array of contracted indices, the first element is the index of <code>x</code>, the second is that of <code>y</code>.</p><p>Caveat: Not well tested yet, use with care! Also, consider to use TTGT in future for better performance.</p></div></div><h6 id="cast-functions"><a href="#cast-functions" class="anchor"></a>Cast functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-cast"><a href="#val-cast" class="anchor"></a><code><span><span class="keyword">val</span> cast : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast kind x</code> casts <code>x</code> of type <code>('c, 'd) t</code> to type <code>('a, 'b) t</code> specify by the passed in <code>kind</code> parameter. This function is a generalisation of the other casting functions such as <code>cast_s2d</code>, <code>cast_c2z</code>, and etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cast_s2d"><a href="#val-cast_s2d" class="anchor"></a><code><span><span class="keyword">val</span> cast_s2d : 
   <span><span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast_s2d x</code> casts <code>x</code> from <code>float32</code> to <code>float64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cast_d2s"><a href="#val-cast_d2s" class="anchor"></a><code><span><span class="keyword">val</span> cast_d2s : 
   <span><span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
@@ -119,238 +143,238 @@
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> applies a 1-dimensional convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> applies a 2-dimensional convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> applies a 3-dimensional convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> applies a 1-dimensional dilated convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. Returns the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> applies a 2-dimensional dilated convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. Returns the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> applies a 3-dimensional dilated convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. Returns the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> applies a 1-dimensional transposed convolution (deconvolution) over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> applies a 2-dimensional transposed convolution (deconvolution) over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> applies a 3-dimensional transposed convolution (deconvolution) over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the max pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the max pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the max pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the average pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the average pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_argmax"><a href="#val-max_pool2d_argmax" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_argmax : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the average pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_argmax"><a href="#val-max_pool2d_argmax" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_argmax : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool2d_argmax ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation over an input tensor, returning both the pooled output and the indices of the maximum values.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns a tuple containing the pooled output and the indices of the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the input tensor <code>input</code>, scaling it according to the specified <code>size</code>. Returns the upsampled tensor.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional max pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional max pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional max pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional average pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional average pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><p>The following functions are helper functions for some other functions in both Ndarray and Ndview modules. In general, you are not supposed to use these functions directly.</p><div class="odoc-spec"><div class="spec value anchored" id="val-print_element"><a href="#val-print_element" class="anchor"></a><code><span><span class="keyword">val</span> print_element : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print_element kind a</code> prints the value of a single element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_index"><a href="#val-print_index" class="anchor"></a><code><span><span class="keyword">val</span> print_index : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print_index i</code> prints out the index of an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_check_transpose_axis"><a href="#val-_check_transpose_axis" class="anchor"></a><code><span><span class="keyword">val</span> _check_transpose_axis : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>_check_transpose_axis a d</code> checks whether <code>a</code> is a legiti('a, 'b) te transpose index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>one_hot idx depth</code> creates one-hot vectors according to the indices ndarray and the specified depth. If <code>idx</code> is rank N, then the return is rank N+1. More specifically, if <code>idx</code> is of shape <code>[|a;b;c|]</code>, the return is of shape <code>[|a;b;c;depth|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sum_slices ~axis:2 x</code> for <code>x</code> of <code>[|2;3;4;5|]</code>, it returns an ndarray of shape <code>[|4;5|]</code>. Currently, the operation is done using <code>gemm</code>, it is fast but consumes more memory.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slide"><a href="#val-slide" class="anchor"></a><code><span><span class="keyword">val</span> slide : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional average pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional upsampling layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><p>The following functions are helper functions for some other functions in both Ndarray and Ndview modules. In general, you are not supposed to use these functions directly.</p><div class="odoc-spec"><div class="spec value anchored" id="val-print_element"><a href="#val-print_element" class="anchor"></a><code><span><span class="keyword">val</span> print_element : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print_element kind a</code> prints the value of a single element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_index"><a href="#val-print_index" class="anchor"></a><code><span><span class="keyword">val</span> print_index : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print_index i</code> prints out the index of an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_check_transpose_axis"><a href="#val-_check_transpose_axis" class="anchor"></a><code><span><span class="keyword">val</span> _check_transpose_axis : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>_check_transpose_axis a d</code> checks whether <code>a</code> is a legiti('a, 'b) te transpose index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>one_hot idx depth</code> creates one-hot vectors according to the indices ndarray and the specified depth. If <code>idx</code> is rank N, then the return is rank N+1. More specifically, if <code>idx</code> is of shape <code>[|a;b;c|]</code>, the return is of shape <code>[|a;b;c;depth|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sum_slices ~axis:2 x</code> for <code>x</code> of <code>[|2;3;4;5|]</code>, it returns an ndarray of shape <code>[|4;5|]</code>. Currently, the operation is done using <code>gemm</code>, it is fast but consumes more memory.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slide"><a href="#val-slide" class="anchor"></a><code><span><span class="keyword">val</span> slide : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?ofs</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">window</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>slide ~axis ~window x</code> generates a new ndarray by sliding a window along specified <code>axis</code> in <code>x</code>. E.g., if <code>x</code> has shape <code>[|a;b;c|]</code> and <code>axis = 1</code>, then <code>[|a; number of windows; window; c|]</code> is the shape of the returned ndarray.</p><p>Parameters: * <code>axis</code> is the axis for sliding, the default is -1, i.e. highest dimension. * <code>ofs</code> is the starting position of the sliding window. The default is 0. * <code>step</code> is the step size, the default is 1. * <code>window</code> is the size of the sliding window.</p></div></div><h6 id="in-place-modification"><a href="#in-place-modification" class="anchor"></a>In-place modification</h6><div class="odoc-spec"><div class="spec value anchored" id="val-create_"><a href="#val-create_" class="anchor"></a><code><span><span class="keyword">val</span> create_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_"><a href="#val-uniform_" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_"><a href="#val-gaussian_" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_ : <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson_"><a href="#val-poisson_" class="anchor"></a><code><span><span class="keyword">val</span> poisson_ : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential_"><a href="#val-sequential_" class="anchor"></a><code><span><span class="keyword">val</span> sequential_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli_"><a href="#val-bernoulli_" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli_ : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros_"><a href="#val-zeros_" class="anchor"></a><code><span><span class="keyword">val</span> zeros_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones_"><a href="#val-ones_" class="anchor"></a><code><span><span class="keyword">val</span> ones_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot_"><a href="#val-one_hot_" class="anchor"></a><code><span><span class="keyword">val</span> one_hot_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_"><a href="#val-sort_" class="anchor"></a><code><span><span class="keyword">val</span> sort_ : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sort_ x</code> performs in-place quicksort of the elelments in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_"><a href="#val-get_fancy_" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_"><a href="#val-set_fancy_" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>slide ~axis ~window x</code> generates a new ndarray by sliding a window along specified <code>axis</code> in <code>x</code>. E.g., if <code>x</code> has shape <code>[|a;b;c|]</code> and <code>axis = 1</code>, then <code>[|a; number of windows; window; c|]</code> is the shape of the returned ndarray.</p><p>Parameters: * <code>axis</code> is the axis for sliding, the default is -1, i.e. highest dimension. * <code>ofs</code> is the starting position of the sliding window. The default is 0. * <code>step</code> is the step size, the default is 1. * <code>window</code> is the size of the sliding window.</p></div></div><h6 id="in-place-modification"><a href="#in-place-modification" class="anchor"></a>In-place modification</h6><div class="odoc-spec"><div class="spec value anchored" id="val-create_"><a href="#val-create_" class="anchor"></a><code><span><span class="keyword">val</span> create_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>create_ ~out value</code> initializes the matrix <code>out</code> in-place with the scalar value <code>value</code>. This operation modifies the contents of <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_"><a href="#val-uniform_" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>uniform_ ?a ?b ~out</code> fills the matrix <code>out</code> in-place with random values drawn from a uniform distribution over the interval [a, b\). If <code>a</code> and <code>b</code> are not provided, the default interval is [0, 1\).</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_"><a href="#val-gaussian_" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_ : <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>gaussian_ ?mu ?sigma ~out</code> fills the matrix <code>out</code> in-place with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson_"><a href="#val-poisson_" class="anchor"></a><code><span><span class="keyword">val</span> poisson_ : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>poisson_ ~mu ~out</code> fills the matrix <code>out</code> in-place with random values drawn from a Poisson distribution with mean <code>mu</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential_"><a href="#val-sequential_" class="anchor"></a><code><span><span class="keyword">val</span> sequential_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sequential_ ?a ?step ~out</code> fills the matrix <code>out</code> in-place with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli_"><a href="#val-bernoulli_" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli_ : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>bernoulli_ ?p ~out</code> fills the matrix <code>out</code> in-place with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros_"><a href="#val-zeros_" class="anchor"></a><code><span><span class="keyword">val</span> zeros_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>zeros_ ~out</code> fills the matrix <code>out</code> in-place with zeros.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones_"><a href="#val-ones_" class="anchor"></a><code><span><span class="keyword">val</span> ones_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>ones_ ~out</code> fills the matrix <code>out</code> in-place with ones.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot_"><a href="#val-one_hot_" class="anchor"></a><code><span><span class="keyword">val</span> one_hot_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>one_hot_ ~out depth indices</code> fills the matrix <code>out</code> in-place with one-hot encoded vectors according to the specified <code>depth</code> and the <code>indices</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_"><a href="#val-sort_" class="anchor"></a><code><span><span class="keyword">val</span> sort_ : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sort_ x</code> performs in-place quicksort on the elements in <code>x</code>, sorting them in ascending order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_"><a href="#val-get_fancy_" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>get_fancy_ ~out indices src</code> extracts elements from the source matrix <code>src</code> according to the list of <code>indices</code> and stores them in <code>out</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_"><a href="#val-set_fancy_" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_"><a href="#val-get_slice_" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_"><a href="#val-set_slice_" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy_ ~out indices src</code> sets the elements in <code>out</code> at the positions specified by <code>indices</code> with the values from the source matrix <code>src</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_"><a href="#val-get_slice_" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>get_slice_ ~out slices src</code> extracts a slice from the source matrix <code>src</code> according to the list of <code>slices</code> and stores it in <code>out</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_"><a href="#val-set_slice_" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the data from ndarray <code>src</code> to destination <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape_"><a href="#val-reshape_" class="anchor"></a><code><span><span class="keyword">val</span> reshape_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_"><a href="#val-reverse_" class="anchor"></a><code><span><span class="keyword">val</span> reverse_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_"><a href="#val-transpose_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>transpose_ ~out x</code> is similar to <code>transpose x</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat_"><a href="#val-repeat_" class="anchor"></a><code><span><span class="keyword">val</span> repeat_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>repeat_ ~out x reps</code> is similar to <code>repeat x reps</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile_"><a href="#val-tile_" class="anchor"></a><code><span><span class="keyword">val</span> tile_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>tile_ ~out x reps</code> is similar to <code>tile x reps</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad_"><a href="#val-pad_" class="anchor"></a><code><span><span class="keyword">val</span> pad_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pad_ ~out ?v p x</code> is similar to <code>pad ?v p x</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_"><a href="#val-sum_" class="anchor"></a><code><span><span class="keyword">val</span> sum_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_"><a href="#val-min_" class="anchor"></a><code><span><span class="keyword">val</span> min_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_"><a href="#val-max_" class="anchor"></a><code><span><span class="keyword">val</span> max_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_ x y</code> is similar to <code>add</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_ x y</code> is similar to <code>sub</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_ x y</code> is similar to <code>mul</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_ x y</code> is similar to <code>div</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_"><a href="#val-pow_" class="anchor"></a><code><span><span class="keyword">val</span> pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_ x y</code> is similar to <code>pow</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_"><a href="#val-atan2_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_ x y</code> is similar to <code>atan2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot_"><a href="#val-hypot_" class="anchor"></a><code><span><span class="keyword">val</span> hypot_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>hypot_ x y</code> is similar to <code>hypot</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_"><a href="#val-fmod_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_ x y</code> is similar to <code>fmod</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2_"><a href="#val-min2_" class="anchor"></a><code><span><span class="keyword">val</span> min2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min2_ x y</code> is similar to <code>min2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2_"><a href="#val-max2_" class="anchor"></a><code><span><span class="keyword">val</span> max2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max2_ x y</code> is similar to <code>max2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_scalar_ x y</code> is similar to <code>add_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_scalar_ x y</code> is similar to <code>sub_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_scalar_ x y</code> is similar to <code>mul_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_scalar_ x y</code> is similar to <code>div_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar_"><a href="#val-pow_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_scalar_ x y</code> is similar to <code>pow_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar_"><a href="#val-atan2_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_scalar_ x y</code> is similar to <code>atan2_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar_"><a href="#val-fmod_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_scalar_ x y</code> is similar to <code>fmod_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add_"><a href="#val-scalar_add_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_add_ a x</code> is similar to <code>scalar_add</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub_"><a href="#val-scalar_sub_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_sub_ a x</code> is similar to <code>scalar_sub</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul_"><a href="#val-scalar_mul_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_mul_ a x</code> is similar to <code>scalar_mul</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div_"><a href="#val-scalar_div_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_div_ a x</code> is similar to <code>scalar_div</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow_"><a href="#val-scalar_pow_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_pow_ a x</code> is similar to <code>scalar_pow</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2_"><a href="#val-scalar_atan2_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_atan2_ a x</code> is similar to <code>scalar_atan2</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod_"><a href="#val-scalar_fmod_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_fmod_ a x</code> is similar to <code>scalar_fmod</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value_"><a href="#val-clip_by_value_" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice_ ~out slices src</code> sets the slice in <code>out</code> defined by <code>slices</code> with the values from the source matrix <code>src</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the data from the source matrix <code>src</code> to the destination matrix <code>out</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape_"><a href="#val-reshape_" class="anchor"></a><code><span><span class="keyword">val</span> reshape_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reshape_ ~out src</code> reshapes the source matrix <code>src</code> and stores the result in <code>out</code>. The total number of elements must remain the same. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_"><a href="#val-reverse_" class="anchor"></a><code><span><span class="keyword">val</span> reverse_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reverse_ ~out src</code> reverses the elements of the source matrix <code>src</code> along each dimension and stores the result in <code>out</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_"><a href="#val-transpose_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>transpose_ ~out x</code> is similar to <code>transpose x</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat_"><a href="#val-repeat_" class="anchor"></a><code><span><span class="keyword">val</span> repeat_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>repeat_ ~out x reps</code> is similar to <code>repeat x reps</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile_"><a href="#val-tile_" class="anchor"></a><code><span><span class="keyword">val</span> tile_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>tile_ ~out x reps</code> is similar to <code>tile x reps</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad_"><a href="#val-pad_" class="anchor"></a><code><span><span class="keyword">val</span> pad_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pad_ ~out ?v p x</code> is similar to <code>pad ?v p x</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_"><a href="#val-sum_" class="anchor"></a><code><span><span class="keyword">val</span> sum_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sum_ ~out ~axis x</code> computes the sum of elements along the specified <code>axis</code> of the array <code>x</code> and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>axis</code> specifies the axis along which to compute the sum. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_"><a href="#val-min_" class="anchor"></a><code><span><span class="keyword">val</span> min_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min_ ~out ~axis x</code> computes the minimum value along the specified <code>axis</code> of the array <code>x</code> and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>axis</code> specifies the axis along which to compute the minimum value. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_"><a href="#val-max_" class="anchor"></a><code><span><span class="keyword">val</span> max_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max_ ~out ~axis x</code> computes the maximum value along the specified <code>axis</code> of the array <code>x</code> and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>axis</code> specifies the axis along which to compute the maximum value. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_ x y</code> is similar to <code>add</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_ x y</code> is similar to <code>sub</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_ x y</code> is similar to <code>mul</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_ x y</code> is similar to <code>div</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_"><a href="#val-pow_" class="anchor"></a><code><span><span class="keyword">val</span> pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_ x y</code> is similar to <code>pow</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_"><a href="#val-atan2_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_ x y</code> is similar to <code>atan2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot_"><a href="#val-hypot_" class="anchor"></a><code><span><span class="keyword">val</span> hypot_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>hypot_ x y</code> is similar to <code>hypot</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_"><a href="#val-fmod_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_ x y</code> is similar to <code>fmod</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2_"><a href="#val-min2_" class="anchor"></a><code><span><span class="keyword">val</span> min2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min2_ x y</code> is similar to <code>min2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2_"><a href="#val-max2_" class="anchor"></a><code><span><span class="keyword">val</span> max2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max2_ x y</code> is similar to <code>max2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_scalar_ x y</code> is similar to <code>add_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_scalar_ x y</code> is similar to <code>sub_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_scalar_ x y</code> is similar to <code>mul_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_scalar_ x y</code> is similar to <code>div_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar_"><a href="#val-pow_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_scalar_ x y</code> is similar to <code>pow_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar_"><a href="#val-atan2_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_scalar_ x y</code> is similar to <code>atan2_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar_"><a href="#val-fmod_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_scalar_ x y</code> is similar to <code>fmod_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add_"><a href="#val-scalar_add_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_add_ a x</code> is similar to <code>scalar_add</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub_"><a href="#val-scalar_sub_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_sub_ a x</code> is similar to <code>scalar_sub</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul_"><a href="#val-scalar_mul_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_mul_ a x</code> is similar to <code>scalar_mul</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div_"><a href="#val-scalar_div_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_div_ a x</code> is similar to <code>scalar_div</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow_"><a href="#val-scalar_pow_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_pow_ a x</code> is similar to <code>scalar_pow</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2_"><a href="#val-scalar_atan2_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_atan2_ a x</code> is similar to <code>scalar_atan2</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod_"><a href="#val-scalar_fmod_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_fmod_ a x</code> is similar to <code>scalar_fmod</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value_"><a href="#val-clip_by_value_" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value_ : 
   <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amin</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm_"><a href="#val-clip_by_l2norm_" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma_"><a href="#val-fma_" class="anchor"></a><code><span><span class="keyword">val</span> fma_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fma_ ~out x y z</code> is similar to <code>fma x y z</code> function but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot_"><a href="#val-dot_" class="anchor"></a><code><span><span class="keyword">val</span> dot_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>clip_by_value_ ?out ?amin ?amax x</code> clips the values of the array <code>x</code> to lie within the range <code>amin, amax</code> and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the optional output array where the result will be stored. If not provided, <code>x</code> is modified in-place.</li><li><code>amin</code> is the optional minimum value to clip to. If not provided, no minimum clipping is applied.</li><li><code>amax</code> is the optional maximum value to clip to. If not provided, no maximum clipping is applied. This operation is performed in-place.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm_"><a href="#val-clip_by_l2norm_" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>clip_by_l2norm_ ?out l2norm x</code> clips the L2 norm of the array <code>x</code> to the specified value <code>l2norm</code> and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the optional output array where the result will be stored. If not provided, <code>x</code> is modified in-place.</li><li><code>l2norm</code> specifies the maximum L2 norm. This operation is performed in-place.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma_"><a href="#val-fma_" class="anchor"></a><code><span><span class="keyword">val</span> fma_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fma_ ~out x y z</code> is similar to <code>fma x y z</code> function but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot_"><a href="#val-dot_" class="anchor"></a><code><span><span class="keyword">val</span> dot_ : 
   <span><span class="optlabel">?transa</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?transb</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?alpha</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
@@ -364,255 +388,255 @@
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_"><a href="#val-conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv1d_ ~out ?padding input kernel strides</code> applies a 1-dimensional convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_"><a href="#val-conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_"><a href="#val-conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv2d_ ~out ?padding input kernel strides</code> applies a 2-dimensional convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_"><a href="#val-conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_"><a href="#val-dilated_conv1d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv3d_ ~out ?padding input kernel strides</code> applies a 3-dimensional convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_"><a href="#val-dilated_conv1d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_"><a href="#val-dilated_conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv1d_ ~out ?padding input kernel strides dilations</code> applies a 1-dimensional dilated convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_"><a href="#val-dilated_conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_"><a href="#val-dilated_conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv2d_ ~out ?padding input kernel strides dilations</code> applies a 2-dimensional dilated convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_"><a href="#val-dilated_conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_"><a href="#val-transpose_conv1d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv3d_ ~out ?padding input kernel strides dilations</code> applies a 3-dimensional dilated convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_"><a href="#val-transpose_conv1d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_"><a href="#val-transpose_conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv1d_ ~out ?padding input kernel strides</code> applies a 1-dimensional transposed convolution (deconvolution) over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_"><a href="#val-transpose_conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_"><a href="#val-transpose_conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv2d_ ~out ?padding input kernel strides</code> applies a 2-dimensional transposed convolution (deconvolution) over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_"><a href="#val-transpose_conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_"><a href="#val-max_pool1d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv3d_ ~out ?padding input kernel strides</code> applies a 3-dimensional transposed convolution (deconvolution) over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_"><a href="#val-max_pool1d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_"><a href="#val-max_pool2d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool1d_ ~out ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_"><a href="#val-max_pool2d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_"><a href="#val-max_pool3d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool2d_ ~out ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_"><a href="#val-max_pool3d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_"><a href="#val-avg_pool1d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool3d_ ~out ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_"><a href="#val-avg_pool1d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_"><a href="#val-avg_pool2d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool1d_ ~out ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_"><a href="#val-avg_pool2d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_"><a href="#val-avg_pool3d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool2d_ ~out ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_"><a href="#val-avg_pool3d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_"><a href="#val-upsampling2d_" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input_"><a href="#val-conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool3d_ ~out ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_"><a href="#val-upsampling2d_" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>upsampling2d_ ~out input size</code> performs a 2-dimensional upsampling on the input tensor <code>input</code>, scaling it according to the specified <code>size</code>, and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>input</code> is the input tensor to be upsampled.</li><li><code>size</code> specifies the upsampling factors for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input_"><a href="#val-conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel_"><a href="#val-conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv1d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel_"><a href="#val-conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input_"><a href="#val-conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input_"><a href="#val-conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel_"><a href="#val-conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv2d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel_"><a href="#val-conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input_"><a href="#val-conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input_"><a href="#val-conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel_"><a href="#val-conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv3d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel_"><a href="#val-conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input_"><a href="#val-dilated_conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input_"><a href="#val-dilated_conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel_"><a href="#val-dilated_conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel_"><a href="#val-dilated_conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input_"><a href="#val-dilated_conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input_"><a href="#val-dilated_conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel_"><a href="#val-dilated_conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel_"><a href="#val-dilated_conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input_"><a href="#val-dilated_conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input_"><a href="#val-dilated_conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel_"><a href="#val-dilated_conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel_"><a href="#val-dilated_conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input_"><a href="#val-transpose_conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input_"><a href="#val-transpose_conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel_"><a href="#val-transpose_conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel_"><a href="#val-transpose_conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input_"><a href="#val-transpose_conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input_"><a href="#val-transpose_conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel_"><a href="#val-transpose_conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel_"><a href="#val-transpose_conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input_"><a href="#val-transpose_conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input_"><a href="#val-transpose_conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel_"><a href="#val-transpose_conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel_"><a href="#val-transpose_conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward_"><a href="#val-max_pool1d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward_"><a href="#val-max_pool1d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward_"><a href="#val-max_pool2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool1d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional max pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward_"><a href="#val-max_pool2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward_"><a href="#val-max_pool3d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool2d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional max pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward_"><a href="#val-max_pool3d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward_"><a href="#val-avg_pool1d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool3d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional max pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward_"><a href="#val-avg_pool1d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward_"><a href="#val-avg_pool2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional average pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward_"><a href="#val-avg_pool2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward_"><a href="#val-avg_pool3d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional average pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward_"><a href="#val-avg_pool3d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward_"><a href="#val-upsampling2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional average pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward_"><a href="#val-upsampling2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fused_adagrad_"><a href="#val-fused_adagrad_" class="anchor"></a><code><span><span class="keyword">val</span> fused_adagrad_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">rate</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">eps</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-area"><a href="#type-area" class="anchor"></a><code><span><span class="keyword">type</span> area</span><span> = <a href="../../Owl_dense_ndarray_generic/index.html#type-area">Owl_dense_ndarray_generic.area</a></span><span> = </span><span>{</span></code><ol><li id="type-area.a" class="def record field anchored"><a href="#type-area.a" class="anchor"></a><code><span>a : int;</span></code></li><li id="type-area.b" class="def record field anchored"><a href="#type-area.b" class="anchor"></a><code><span>b : int;</span></code></li><li id="type-area.c" class="def record field anchored"><a href="#type-area.c" class="anchor"></a><code><span>c : int;</span></code></li><li id="type-area.d" class="def record field anchored"><a href="#type-area.d" class="anchor"></a><code><span>d : int;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-area"><a href="#val-area" class="anchor"></a><code><span><span class="keyword">val</span> area : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-area">area</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_area_to"><a href="#val-copy_area_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_area_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-area">area</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-area">area</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_rows"><a href="#val-draw_rows" class="anchor"></a><code><span><span class="keyword">val</span> draw_rows : 
+  unit</span></code></div><div class="spec-doc"><p><code>upsampling2d_backward_ ~out input size grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional upsampling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fused_adagrad_"><a href="#val-fused_adagrad_" class="anchor"></a><code><span><span class="keyword">val</span> fused_adagrad_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">rate</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">eps</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fused_adagrad_ ?out ~rate ~eps grad</code> applies the Adagrad optimization algorithm to the gradients <code>grad</code> with a given learning <code>rate</code> and epsilon <code>eps</code> for numerical stability, storing the result in <code>out</code>.</p><ul><li><code>out</code> is the optional output array where the updated parameters will be stored. If not provided, <code>grad</code> is modified in-place.</li><li><code>rate</code> specifies the learning rate.</li><li><code>eps</code> specifies the epsilon value for numerical stability. This operation is performed in-place.</li></ul></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-area"><a href="#type-area" class="anchor"></a><code><span><span class="keyword">type</span> area</span><span> = <a href="../../Owl_dense_ndarray_generic/index.html#type-area">Owl_dense_ndarray_generic.area</a></span><span> = </span><span>{</span></code><ol><li id="type-area.a" class="def record field anchored"><a href="#type-area.a" class="anchor"></a><code><span>a : int;</span></code></li><li id="type-area.b" class="def record field anchored"><a href="#type-area.b" class="anchor"></a><code><span>b : int;</span></code></li><li id="type-area.c" class="def record field anchored"><a href="#type-area.c" class="anchor"></a><code><span>c : int;</span></code></li><li id="type-area.d" class="def record field anchored"><a href="#type-area.d" class="anchor"></a><code><span>d : int;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-area"><a href="#val-area" class="anchor"></a><code><span><span class="keyword">val</span> area : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-area">area</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_area_to"><a href="#val-copy_area_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_area_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-area">area</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-area">area</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_rows"><a href="#val-draw_rows" class="anchor"></a><code><span><span class="keyword">val</span> draw_rows : 
   <span><span class="optlabel">?replacement</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_dense_ndarray/Operator/index.html b/docs/owl/Owl_dense_ndarray/Operator/index.html
index c88261795..26979ea94 100644
--- a/docs/owl/Owl_dense_ndarray/Operator/index.html
+++ b/docs/owl/Owl_dense_ndarray/Operator/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl.Owl_dense_ndarray.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Operator (owl.Owl_dense_ndarray.Operator)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; Operator</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.Operator</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : 
diff --git a/docs/owl/Owl_dense_ndarray/S/index.html b/docs/owl/Owl_dense_ndarray/S/index.html
index b1149875d..532903ece 100644
--- a/docs/owl/Owl_dense_ndarray/S/index.html
+++ b/docs/owl/Owl_dense_ndarray/S/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_dense_ndarray.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_s/index.html">Owl_dense_ndarray_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_dense_ndarray.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_s/index.html">Owl_dense_ndarray_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html">Owl_dense_ndarray_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
diff --git a/docs/owl/Owl_dense_ndarray/Z/index.html b/docs/owl/Owl_dense_ndarray/Z/index.html
index be31721f9..238c8c75b 100644
--- a/docs/owl/Owl_dense_ndarray/Z/index.html
+++ b/docs/owl/Owl_dense_ndarray/Z/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Z (owl.Owl_dense_ndarray.Z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; Z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.Z</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_z/index.html">Owl_dense_ndarray_z</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Z (owl.Owl_dense_ndarray.Z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray</a> &#x00BB; Z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray.Z</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_dense_ndarray_z/index.html">Owl_dense_ndarray_z</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_arr"><a href="#type-cast_arr" class="anchor"></a><code><span><span class="keyword">type</span> cast_arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
diff --git a/docs/owl/Owl_dense_ndarray/index.html b/docs/owl/Owl_dense_ndarray/index.html
index 51a8a1b4c..71733fc05 100644
--- a/docs/owl/Owl_dense_ndarray/index.html
+++ b/docs/owl/Owl_dense_ndarray/index.html
@@ -1,2 +1,19 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray (owl.Owl_dense_ndarray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray</span></code></h1><p>Ndarray: module aliases</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Generic"><a href="#module-Generic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Generic/index.html">Generic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-C"><a href="#module-C" class="anchor"></a><code><span><span class="keyword">module</span> <a href="C/index.html">C</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Z"><a href="#module-Z" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Z/index.html">Z</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Any"><a href="#module-Any" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Any/index.html">Any</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray (owl.Owl_dense_ndarray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script><link rel="stylesheet" href="../../odoc.support/katex.min.css"/><script src="../../odoc.support/katex.min.js"></script><script>
+//<![CDATA[
+
+          document.addEventListener("DOMContentLoaded", function () {
+            var elements = Array.from(document.getElementsByClassName("odoc-katex-math"));
+            for (var i = 0; i < elements.length; i++) {
+              var el = elements[i];
+              var content = el.textContent;
+              var new_el = document.createElement("span");
+              new_el.setAttribute("class", "odoc-katex-math-rendered");
+              var display = el.classList.contains("display");
+              katex.render(content, new_el, { throwOnError: false, displayMode: display });
+              el.replaceWith(new_el);
+            }
+          });
+        
+//]]>
+</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray</span></code></h1><p>Ndarray: module aliases</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Operator"><a href="#module-Operator" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Operator/index.html">Operator</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Generic"><a href="#module-Generic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Generic/index.html">Generic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-C"><a href="#module-C" class="anchor"></a><code><span><span class="keyword">module</span> <a href="C/index.html">C</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Z"><a href="#module-Z" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Z/index.html">Z</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Any"><a href="#module-Any" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Any/index.html">Any</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_dense_ndarray_a/index.html b/docs/owl/Owl_dense_ndarray_a/index.html
index 996f770ec..5cc5735e6 100644
--- a/docs/owl/Owl_dense_ndarray_a/index.html
+++ b/docs/owl/Owl_dense_ndarray_a/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_a (owl.Owl_dense_ndarray_a)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_a</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_a</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#create-n-dimensional-array">Create N-dimensional array</a></li><li><a href="#obtain-basic-properties">Obtain basic properties</a></li><li><a href="#manipulate-a-n-dimensional-array">Manipulate a N-dimensional array</a></li><li><a href="#iterate-array-elements">Iterate array elements</a></li><li><a href="#examine-array-elements-or-compare-two-arrays">Examine array elements or compare two arrays</a></li><li><a href="#input/output-functions">Input/Output functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a arr</span></span><span> = </span><span>{</span></code><ol><li id="type-arr.shape" class="def record field anchored"><a href="#type-arr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span>int array</span>;</span></code></li><li id="type-arr.stride" class="def record field anchored"><a href="#type-arr.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-arr.data" class="def record field anchored"><a href="#type-arr.data" class="anchor"></a><code><span><span class="keyword">mutable</span> data : <span><span class="type-var">'a</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><h6 id="create-n-dimensional-array"><a href="#create-n-dimensional-array" class="anchor"></a>Create N-dimensional array</h6><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_1d_nd"><a href="#val-index_1d_nd" class="anchor"></a><code><span><span class="keyword">val</span> index_1d_nd : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_nd_1d"><a href="#val-index_nd_1d" class="anchor"></a><code><span><span class="keyword">val</span> index_nd_1d : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><h6 id="manipulate-a-n-dimensional-array"><a href="#manipulate-a-n-dimensional-array" class="anchor"></a>Manipulate a N-dimensional array</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_left"><a href="#val-sub_left" class="anchor"></a><code><span><span class="keyword">val</span> sub_left : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="iterate-array-elements"><a href="#iterate-array-elements" class="anchor"></a>Iterate array elements</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2"><a href="#val-iter2" class="anchor"></a><code><span><span class="keyword">val</span> iter2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2i"><a href="#val-iter2i" class="anchor"></a><code><span><span class="keyword">val</span> iter2i : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2"><a href="#val-map2" class="anchor"></a><code><span><span class="keyword">val</span> map2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2i"><a href="#val-map2i" class="anchor"></a><code><span><span class="keyword">val</span> map2i : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="examine-array-elements-or-compare-two-arrays"><a href="#examine-array-elements-or-compare-two-arrays" class="anchor"></a>Examine array elements or compare two arrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-exists"><a href="#val-exists" class="anchor"></a><code><span><span class="keyword">val</span> exists : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_exists"><a href="#val-not_exists" class="anchor"></a><code><span><span class="keyword">val</span> not_exists : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-for_all"><a href="#val-for_all" class="anchor"></a><code><span><span class="keyword">val</span> for_all : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_equal"><a href="#val-is_equal" class="anchor"></a><code><span><span class="keyword">val</span> is_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater"><a href="#val-greater" class="anchor"></a><code><span><span class="keyword">val</span> greater : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less"><a href="#val-less" class="anchor"></a><code><span><span class="keyword">val</span> less : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal"><a href="#val-greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal"><a href="#val-less_equal" class="anchor"></a><code><span><span class="keyword">val</span> less_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_a (owl.Owl_dense_ndarray_a)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_a</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_a</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#create-n-dimensional-array">Create N-dimensional array</a></li><li><a href="#obtain-basic-properties">Obtain basic properties</a></li><li><a href="#manipulate-a-n-dimensional-array">Manipulate a N-dimensional array</a></li><li><a href="#iterate-array-elements">Iterate array elements</a></li><li><a href="#examine-array-elements-or-compare-two-arrays">Examine array elements or compare two arrays</a></li><li><a href="#input/output-functions">Input/Output functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a arr</span></span><span> = </span><span>{</span></code><ol><li id="type-arr.shape" class="def record field anchored"><a href="#type-arr.shape" class="anchor"></a><code><span><span class="keyword">mutable</span> shape : <span>int array</span>;</span></code></li><li id="type-arr.stride" class="def record field anchored"><a href="#type-arr.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-arr.data" class="def record field anchored"><a href="#type-arr.data" class="anchor"></a><code><span><span class="keyword">mutable</span> data : <span><span class="type-var">'a</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><h6 id="create-n-dimensional-array"><a href="#create-n-dimensional-array" class="anchor"></a>Create N-dimensional array</h6><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_1d_nd"><a href="#val-index_1d_nd" class="anchor"></a><code><span><span class="keyword">val</span> index_1d_nd : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index_nd_1d"><a href="#val-index_nd_1d" class="anchor"></a><code><span><span class="keyword">val</span> index_nd_1d : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><h6 id="manipulate-a-n-dimensional-array"><a href="#manipulate-a-n-dimensional-array" class="anchor"></a>Manipulate a N-dimensional array</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_left"><a href="#val-sub_left" class="anchor"></a><code><span><span class="keyword">val</span> sub_left : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="iterate-array-elements"><a href="#iterate-array-elements" class="anchor"></a>Iterate array elements</h6><div class="odoc-spec"><div class="spec value anchored" id="val-iter"><a href="#val-iter" class="anchor"></a><code><span><span class="keyword">val</span> iter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filter"><a href="#val-filter" class="anchor"></a><code><span><span class="keyword">val</span> filter : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-filteri"><a href="#val-filteri" class="anchor"></a><code><span><span class="keyword">val</span> filteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-foldi"><a href="#val-foldi" class="anchor"></a><code><span><span class="keyword">val</span> foldi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2"><a href="#val-iter2" class="anchor"></a><code><span><span class="keyword">val</span> iter2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iter2i"><a href="#val-iter2i" class="anchor"></a><code><span><span class="keyword">val</span> iter2i : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2"><a href="#val-map2" class="anchor"></a><code><span><span class="keyword">val</span> map2 : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map2i"><a href="#val-map2i" class="anchor"></a><code><span><span class="keyword">val</span> map2i : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'c</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'b</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'c</span> <a href="#type-arr">arr</a></span></span></code></div></div><h6 id="examine-array-elements-or-compare-two-arrays"><a href="#examine-array-elements-or-compare-two-arrays" class="anchor"></a>Examine array elements or compare two arrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-exists"><a href="#val-exists" class="anchor"></a><code><span><span class="keyword">val</span> exists : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_exists"><a href="#val-not_exists" class="anchor"></a><code><span><span class="keyword">val</span> not_exists : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-for_all"><a href="#val-for_all" class="anchor"></a><code><span><span class="keyword">val</span> for_all : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_equal"><a href="#val-is_equal" class="anchor"></a><code><span><span class="keyword">val</span> is_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-not_equal"><a href="#val-not_equal" class="anchor"></a><code><span><span class="keyword">val</span> not_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater"><a href="#val-greater" class="anchor"></a><code><span><span class="keyword">val</span> greater : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less"><a href="#val-less" class="anchor"></a><code><span><span class="keyword">val</span> less : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-greater_equal"><a href="#val-greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> greater_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-less_equal"><a href="#val-less_equal" class="anchor"></a><code><span><span class="keyword">val</span> less_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal"><a href="#val-elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal"><a href="#val-elt_not_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater"><a href="#val-elt_greater" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less"><a href="#val-elt_less" class="anchor"></a><code><span><span class="keyword">val</span> elt_less : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal"><a href="#val-elt_greater_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_equal"><a href="#val-elt_less_equal" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_equal : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_equal_scalar"><a href="#val-elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_equal_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_not_equal_scalar"><a href="#val-elt_not_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_not_equal_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_scalar"><a href="#val-elt_greater_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_less_scalar"><a href="#val-elt_less_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_less_scalar : <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>bool <a href="#type-arr">arr</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_greater_equal_scalar"><a href="#val-elt_greater_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> elt_greater_equal_scalar : 
   <span><span class="optlabel">?cmp</span>:<span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> int)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span class="type-var">'a</span> <a href="#type-arr">arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_dense_ndarray_c/index.html b/docs/owl/Owl_dense_ndarray_c/index.html
index 770150033..ac416d352 100644
--- a/docs/owl/Owl_dense_ndarray_c/index.html
+++ b/docs/owl/Owl_dense_ndarray_c/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_c (owl.Owl_dense_ndarray_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_c</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_c (owl.Owl_dense_ndarray_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_c</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_arr"><a href="#type-cast_arr" class="anchor"></a><code><span><span class="keyword">type</span> cast_arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
diff --git a/docs/owl/Owl_dense_ndarray_d/index.html b/docs/owl/Owl_dense_ndarray_d/index.html
index af1cb2bb9..e4584c7a7 100644
--- a/docs/owl/Owl_dense_ndarray_d/index.html
+++ b/docs/owl/Owl_dense_ndarray_d/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_d (owl.Owl_dense_ndarray_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_d (owl.Owl_dense_ndarray_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_dense_ndarray_intf/module-type-Common/index.html">Owl_dense_ndarray_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
diff --git a/docs/owl/Owl_dense_ndarray_generic/index.html b/docs/owl/Owl_dense_ndarray_generic/index.html
index 43f8fbf4d..ffd23ede0 100644
--- a/docs/owl/Owl_dense_ndarray_generic/index.html
+++ b/docs/owl/Owl_dense_ndarray_generic/index.html
@@ -1,5 +1,22 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_generic (owl.Owl_dense_ndarray_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_generic</span></code></h1><p>N-dimensional array module: including creation, manipulation, and various vectorised mathematical operations.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#create-ndarrays">Create Ndarrays</a></li><li><a href="#obtain-basic-properties">Obtain basic properties</a></li><li><a href="#manipulate-ndarrays">Manipulate Ndarrays</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#examination-&amp;-comparison">Examination &amp; Comparison</a></li><li><a href="#input/output-functions">Input/Output functions</a></li><li><a href="#unary-math-operators">Unary math operators</a></li><li><a href="#binary-math-operators">Binary math operators</a></li><li><a href="#tensor-calculus">Tensor Calculus</a></li><li><a href="#cast-functions">Cast functions</a></li><li><a href="#neural-network-related">Neural network related</a></li><li><a href="#helper-functions">Helper functions</a></li><li><a href="#in-place-modification">In-place modification</a></li><li><a href="#matrix-functions">Matrix functions</a></li><li><a href="#helper-functions_2">Helper functions</a></li></ul></nav><div class="odoc-content"><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>y</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>y</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><p>The generic module supports operations for the following Bigarry element types: Int8_signed, Int8_unsigned, Int16_signed, Int16_unsigned, Int32, Int64, Float32, Float64, Complex32, Complex64.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-kind"><a href="#type-kind" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) kind</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div><div class="spec-doc"><p>Type of the ndarray, e.g., Bigarray.Float32, Bigarray.Complex64, and etc.</p></div></div><h6 id="create-ndarrays"><a href="#create-ndarrays" class="anchor"></a>Create Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>empty Bigarray.Float64 [|3;4;5|]</code> creates a three diemensional array of <code>Bigarray.Float64</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are not initialised, they can be any value. <code>empty</code> is faster than <code>zeros</code> to create a ndarray.</p><p>The module only supports the following four types of ndarray: <code>Bigarray.Float32</code>, <code>Bigarray.Float64</code>, <code>Bigarray.Complex32</code>, and <code>Bigarray.Complex64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>create Bigarray.Float64 [|3;4;5|] 2.</code> creates a three-diemensional array of <code>Bigarray.Float64</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to <code>2.</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>init Bigarray.Float64 d f</code> creates a ndarray <code>x</code> of shape <code>d</code>, then using <code>f</code> to initialise the elements in <code>x</code>. The input of <code>f</code> is 1-dimensional index of the ndarray. You need to explicitly convert it if you need N-dimensional index. The function <code>ind</code> can help you.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>init_nd</code> is almost the same as <code>init</code> but <code>f</code> receives n-dimensional index as input. It is more convenient since you don't have to convert the index by yourself, but this also means <code>init_nd</code> is slower than <code>init</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>zeros Bigarray.Complex32 [|3;4;5|]</code> creates a three-diemensional array of <code>Bigarray.Complex32</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to &quot;zero&quot;. Depending on the <code>kind</code>, zero can be <code>0.</code> or <code>Complex.zero</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>ones Bigarray.Complex32 [|3;4;5|]</code> creates a three-diemensional array of <code>Bigarray.Complex32</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to &quot;one&quot;. Depending on the <code>kind</code>, one can be <code>1.</code> or <code>Complex.one</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>eye m</code> creates an <code>m</code> by <code>m</code> identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>uniform Bigarray.Float64 [|3;4;5|]</code> creates a three-diemensional array of type <code>Bigarray.Float64</code>. Each dimension has the following size: 3, 4, and 5. The elements in the array follow a uniform distribution <code>0,1</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>gaussian Float64 [|3;4;5|]</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson"><a href="#val-poisson" class="anchor"></a><code><span><span class="keyword">val</span> poisson : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>poisson Float64 [|3;4;5|]</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sequential Bigarray.Float64 [|3;4;5|] 2.</code> creates a three-diemensional array of type <code>Bigarray.Float64</code>. Each dimension has the following size: 3, 4, and 5. The elements in the array are assigned sequential values.</p><p><code>?a</code> specifies the starting value and the default value is zero; whilst <code>?step</code> specifies the step size with default value one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>linspace k 0. 9. 10</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>logspace k 0. 9. 10</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>bernoulli k ~p:0.3 [|2;3;4|]</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-complex"><a href="#val-complex" class="anchor"></a><code><span><span class="keyword">val</span> complex : 
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+</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_generic</span></code></h1><p>N-dimensional array module: including creation, manipulation, and various vectorised mathematical operations.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#create-ndarrays">Create Ndarrays</a></li><li><a href="#obtain-basic-properties">Obtain basic properties</a></li><li><a href="#manipulate-ndarrays">Manipulate Ndarrays</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#examination-&amp;-comparison">Examination &amp; Comparison</a></li><li><a href="#input/output-functions">Input/Output functions</a></li><li><a href="#unary-math-operators">Unary math operators</a></li><li><a href="#binary-math-operators">Binary math operators</a></li><li><a href="#tensor-calculus">Tensor Calculus</a></li><li><a href="#cast-functions">Cast functions</a></li><li><a href="#neural-network-related">Neural network related</a></li><li><a href="#helper-functions">Helper functions</a></li><li><a href="#in-place-modification">In-place modification</a></li><li><a href="#matrix-functions">Matrix functions</a></li><li><a href="#helper-functions_2">Helper functions</a></li></ul></nav><div class="odoc-content"><p>About the comparison of two complex numbers <code>x</code> and <code>y</code>, Owl uses the following conventions: 1) <code>x</code> and <code>y</code> are equal iff both real and imaginary parts are equal; 2) <code>x</code> is less than <code>y</code> if the magnitude of <code>x</code> is less than the magnitude of <code>y</code>; in case both <code>x</code> and <code>y</code> have the same magnitudes, <code>x</code> is less than <code>y</code> if the phase of <code>x</code> is less than the phase of <code>y</code>; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.</p><p>The generic module supports operations for the following Bigarry element types: Int8_signed, Int8_unsigned, Int16_signed, Int16_unsigned, Int32, Int64, Float32, Float64, Complex32, Complex64.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>N-dimensional array type, i.e. Bigarray Genarray type.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-kind"><a href="#type-kind" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) kind</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span></span></code></div><div class="spec-doc"><p>Type of the ndarray, e.g., Bigarray.Float32, Bigarray.Complex64, and etc.</p></div></div><h6 id="create-ndarrays"><a href="#create-ndarrays" class="anchor"></a>Create Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>empty Bigarray.Float64 [|3;4;5|]</code> creates a three diemensional array of <code>Bigarray.Float64</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are not initialised, they can be any value. <code>empty</code> is faster than <code>zeros</code> to create a ndarray.</p><p>The module only supports the following four types of ndarray: <code>Bigarray.Float32</code>, <code>Bigarray.Float64</code>, <code>Bigarray.Complex32</code>, and <code>Bigarray.Complex64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>create Bigarray.Float64 [|3;4;5|] 2.</code> creates a three-diemensional array of <code>Bigarray.Float64</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to <code>2.</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>init Bigarray.Float64 d f</code> creates a ndarray <code>x</code> of shape <code>d</code>, then using <code>f</code> to initialise the elements in <code>x</code>. The input of <code>f</code> is 1-dimensional index of the ndarray. You need to explicitly convert it if you need N-dimensional index. The function <code>ind</code> can help you.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>init_nd</code> is almost the same as <code>init</code> but <code>f</code> receives n-dimensional index as input. It is more convenient since you don't have to convert the index by yourself, but this also means <code>init_nd</code> is slower than <code>init</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>zeros Bigarray.Complex32 [|3;4;5|]</code> creates a three-diemensional array of <code>Bigarray.Complex32</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to &quot;zero&quot;. Depending on the <code>kind</code>, zero can be <code>0.</code> or <code>Complex.zero</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>ones Bigarray.Complex32 [|3;4;5|]</code> creates a three-diemensional array of <code>Bigarray.Complex32</code> type. Each dimension has the following size: 3, 4, and 5. The elements in the array are initialised to &quot;one&quot;. Depending on the <code>kind</code>, one can be <code>1.</code> or <code>Complex.one</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>eye m</code> creates an <code>m</code> by <code>m</code> identity matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>uniform Bigarray.Float64 [|3;4;5|]</code> creates a three-diemensional array of type <code>Bigarray.Float64</code>. Each dimension has the following size: 3, 4, and 5. The elements in the array follow a uniform distribution <code>0,1</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>gaussian Float64 [|3;4;5|]</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson"><a href="#val-poisson" class="anchor"></a><code><span><span class="keyword">val</span> poisson : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>poisson Float64 [|3;4;5|]</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sequential Bigarray.Float64 [|3;4;5|] 2.</code> creates a three-diemensional array of type <code>Bigarray.Float64</code>. Each dimension has the following size: 3, 4, and 5. The elements in the array are assigned sequential values.</p><p><code>?a</code> specifies the starting value and the default value is zero; whilst <code>?step</code> specifies the step size with default value one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linspace"><a href="#val-linspace" class="anchor"></a><code><span><span class="keyword">val</span> linspace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>linspace k 0. 9. 10</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logspace"><a href="#val-logspace" class="anchor"></a><code><span><span class="keyword">val</span> logspace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?base</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>logspace k 0. 9. 10</code> ...</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>bernoulli k ~p:0.3 [|2;3;4|]</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-complex"><a href="#val-complex" class="anchor"></a><code><span><span class="keyword">val</span> complex : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
@@ -9,7 +26,13 @@
   <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>complex rho theta</code> constructs a complex ndarray/matrix from polar coordinates <code>rho</code> and <code>theta</code>. <code>rho</code> contains the magnitudes and <code>theta</code> contains phase angles. Note that the behaviour is undefined if <code>rho</code> has negative elelments or <code>theta</code> has infinity elelments.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>unit_basis k n i</code> returns a unit basis vector with <code>i</code>th element set to 1.</p></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape x</code> returns the shape of ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>num_dims x</code> returns the number of dimensions of ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>nth_dim x</code> returns the size of the nth dimension of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel x</code> returns the number of elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>nnz x</code> returns the number of non-zero elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>density x</code> returns the percentage of non-zero elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>size_in_bytes x</code> returns the size of <code>x</code> in bytes in memory.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_shape x y</code> checks whether <code>x</code> and <code>y</code> has the same shape or not.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_data x y</code> checks whether <code>x</code> and <code>y</code> share the same underlying data in the memory. Namely, both variables point to the same memory address. This is done by checking the <code>Data</code> pointer in the Bigarray structure.</p><p>This function is very useful for avoiding unnecessary copying between two ndarrays especially if one has been reshaped or sliced.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kind"><a href="#val-kind" class="anchor"></a><code><span><span class="keyword">val</span> kind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span></span></code></div><div class="spec-doc"><p><code>kind x</code> returns the type of ndarray <code>x</code>. It is one of the four possible values: <code>Bigarray.Float32</code>, <code>Bigarray.Float64</code>, <code>Bigarray.Complex32</code>, and <code>Bigarray.Complex64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>strides x</code> calculates the strides of <code>x</code>. E.g., if <code>x</code> is of shape <code>[|3;4;5|]</code>, the returned strides will be <code>[|20;5;1|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>slice_size</code> calculates the slice size in each dimension, E.g., if <code>x</code> is of shape <code>[|3;4;5|]</code>, the returned slice size will be <code>[|60; 20; 5|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ind"><a href="#val-ind" class="anchor"></a><code><span><span class="keyword">val</span> ind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>ind x i</code> converts <code>x</code>'s one-dimensional index <code>i</code> to n-dimensional one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1d"><a href="#val-i1d" class="anchor"></a><code><span><span class="keyword">val</span> i1d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>i1d x i</code> converts <code>x</code>'s n-dimensional index <code>i</code> to one-dimensional one.</p></div></div><h6 id="manipulate-ndarrays"><a href="#manipulate-ndarrays" class="anchor"></a>Manipulate Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>get x i</code> returns the value at <code>i</code> in <code>x</code>. E.g., <code>get x [|0;2;1|]</code> returns the value at <code>[|0;2;1|]</code> in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set x i a</code> sets the value at <code>i</code> to <code>a</code> in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>get_index i x</code> returns an array of element values specified by the indices <code>i</code>. The length of array <code>i</code> equals the number of dimensions of <code>x</code>. The arrays in <code>i</code> must have the same length, and each represents the indices in that dimension.</p><p>E.g., <code>[| [|1;2|]; [|3;4|] |]</code> returns the value of elements at position <code>(1,3)</code> and <code>(2,4)</code> respectively.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_index i x a</code> sets the value of elements in <code>x</code> according to the indices specified by <code>i</code>. The length of array <code>i</code> equals the number of dimensions of <code>x</code>. The arrays in <code>i</code> must have the same length, and each represents the indices in that dimension.</p><p>If the length of <code>a</code> equals to the length of <code>i</code>, then each element will be assigned by the value in the corresponding position in <code>x</code>. If the length of <code>a</code> equals to one, then all the elements will be assigned the same value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_fancy s x</code> returns a copy of the slice in <code>x</code>. The slice is defined by <code>a</code> which is an <code>int option array</code>. E.g., for a ndarray <code>x</code> of dimension <code>[|2; 2; 3|]</code>, <code>slice [0] x</code> takes the following slices of index <code>\(0,*,*\)</code>, i.e., <code>[|0;0;0|]</code>, <code>[|0;0;1|]</code>, <code>[|0;0;2|]</code> ... Also note that if the length of <code>s</code> is less than the number of dimensions of <code>x</code>, <code>slice</code> function will append slice definition to higher diemensions by assuming all the elements in missing dimensions will be taken.</p><p>Basically, <code>slice</code> function offers very much the same semantic as that in numpy, i.e., start:stop:step grammar, so if you how to index and slice ndarray in numpy, you should not find it difficult to use this function. Please just refer to numpy documentation or my tutorial.</p><p>There are two differences between <code>slice_left</code> and <code>slice</code>: <code>slice_left</code> does not make a copy but simply moving the pointer; <code>slice_left</code> can only make a slice from left-most axis whereas <code>slice</code> is much more flexible and can work on arbitrary axis which need not start from left-most side.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_fancy axis x y</code> set the slice defined by <code>axis</code> in <code>x</code> according to the values in <code>y</code>. <code>y</code> must have the same shape as the one defined by <code>axis</code>.</p><p>About the slice definition of <code>axis</code>, please refer to <code>get_fancy</code> function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_ext"><a href="#val-get_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ext : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>This function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_ext"><a href="#val-set_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ext : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>This function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_slice axis x</code> aims to provide a simpler version of <code>get_fancy</code>. This function assumes that every list element in the passed in <code>int list list</code> represents a range, i.e., <code>R</code> constructor.</p><p>E.g., <code>[[];[0;3];[0]]</code> is equivalent to <code>[R []; R [0;3]; R [0]]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_slice axis x y</code> aims to provide a simpler version of <code>set_fancy</code>. This function assumes that every list element in the passed in <code>int list list</code> represents a range, i.e., <code>R</code> constructor.</p><p>E.g., <code>[[];[0;3];[0]]</code> is equivalent to <code>[R []; R [0;3]; R [0]]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_ext"><a href="#val-get_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_slice_ext axis x</code> is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p><p>E.g., <code>x.%{0;1;2}</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_ext"><a href="#val-set_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Similar to <code>get_slice_ext axis x</code>, this function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_left"><a href="#val-sub_left" class="anchor"></a><code><span><span class="keyword">val</span> sub_left : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Some as <code>Bigarray.sub_left</code>, please refer to Bigarray documentation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_ndarray"><a href="#val-sub_ndarray" class="anchor"></a><code><span><span class="keyword">val</span> sub_ndarray : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p><code>sub_ndarray parts x</code> is similar to <code>Bigarray.sub_left</code>. It splits the passed in ndarray <code>x</code> along the <code>axis 0</code> according to <code>parts</code>. The elelments in <code>parts</code> do not need to be equal but they must sum up to the dimension along axis zero.</p><p>The returned sub-ndarrays share the same memory as <code>x</code>. Because there is no copies made, this function is much faster than using `split` function to divide the lowest dimensionality of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_left"><a href="#val-slice_left" class="anchor"></a><code><span><span class="keyword">val</span> slice_left : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Same as <code>Bigarray.slice_left</code>, please refer to Bigarray documentation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset x</code> resets all the elements in <code>x</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fill x a</code> assigns the value <code>a</code> to the elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>copy x</code> makes a copy of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>resize ~head x d</code> resizes the ndarray <code>x</code>. If there are less number of elelments in the new shape than the old one, the new ndarray shares part of the memory with the old <code>x</code>. <code>head</code> indicates the alignment between the new and old data, either from head or from tail. Note the data is flattened before the operation.</p><p>If there are more elements in the new shape <code>d</code>. Then new memory space will be allocated and the content of <code>x</code> will be copied to the new memory. The rest of the allocated space will be filled with zeros. The default value of <code>head</code> is <code>true</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>reshape x d</code> transforms <code>x</code> into a new shape definted by <code>d</code>. Note the <code>reshape</code> function will not make a copy of <code>x</code>, the returned ndarray shares the same memory with the original <code>x</code>.</p><p>One shape dimension (only one) can be set to <code>-1</code>. In this case, the value is inferred from the length of the array and remaining dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>flatten x</code> transforms <code>x</code> into a one-dimsonal array without making a copy. Therefore the returned value shares the same memory space with original <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>reverse x</code> reverse the order of all elements in the flattened <code>x</code> and returns the results in a new ndarray. The original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>flip ~axis x</code> flips a matrix/ndarray along <code>axis</code>. By default <code>axis = 0</code>. The result is returned in a new matrix/ndarray, so the original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>rotate x d</code> rotates <code>x</code> clockwise <code>d</code> degrees. <code>d</code> must be multiple times of <code>90</code>, otherwise the function will fail. If <code>x</code> is an n-dimensional array, then the function rotates the plane formed by the first and second dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose ~axis x</code> makes a copy of <code>x</code>, then transpose it according to <code>~axis</code>. <code>~axis</code> must be a valid permutation of <code>x</code> dimension indices. E.g., for a three-dimensional ndarray, it can be <code>[2;1;0]</code>, <code>[0;2;1]</code>, <code>[1;2;0]</code>, and etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>swap i j x</code> makes a copy of <code>x</code>, then swaps the data on axis <code>i</code> and <code>j</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tile x a</code> tiles the data in <code>x</code> according the repetition specified by <code>a</code>. This function provides the exact behaviour as <code>numpy.tile</code>, please refer to the numpy's online documentation for details.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>repeat x a</code> repeats the elements of <code>x</code> according the repetition specified by <code>a</code>. The i-th element of <code>a</code> specifies the number of times that the individual entries of the i-th dimension of <code>x</code> should be repeated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_vertical x y</code> concatenates two ndarray <code>x</code> and <code>y</code> vertically. This is just a convenient function for concatenating two ndarrays along their lowest dimension, i.e. 0.</p><p>The associated operator is <code>@||</code>, please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_horizontal x y</code> concatenates two ndarrays <code>x</code> and <code>y</code> horizontally. This is just a convenient function for concatenating two ndarrays along their highest dimension.</p><p>The associated operator is <code>@=</code>, please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_vh</code> is used to assemble small parts of matrices into a bigger one. E.g. In <code>[| [|a; b; c|]; [|d; e; f|]; [|g; h; i|] |]</code>, wherein `a, b, c ... i` are matrices of different shapes. They will be concatenated into a big matrix as follows.</p><p>.. math:: \begin<b>matrix</b> a &amp; b &amp; c \\ d &amp; e &amp; f \\ g &amp; h &amp; i \end<b>matrix</b></p><p>This is achieved by first concatenating along <code>axis:1</code> for each element in the array, then concatenating along <code>axis:0</code>. The number of elements in each array needs not to be equal as long as the aggregated dimensions match. E.g., please check the following example.</p><p>.. code-block:: ocaml</p><p>let a00 = Mat.sequential 2 3 in let a01 = Mat.sequential 2 2 in let a02 = Mat.sequential 2 1 in let a10 = Mat.sequential 3 3 in let a11 = Mat.sequential 3 3 in Mat.concat_vh <code>| [|a00; a01; a02|]; [|a10; a11|] |</code>;;</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concatenate ~axis:2 x</code> concatenates an array of ndarrays along the third dimension. For the ndarrays in <code>x</code>, they must have the same shape except the dimension specified by <code>axis</code>. The default value of <code>axis</code> is 0, i.e., the lowest dimension of a matrix/ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>stack ~axis x</code> stacks an array of ndarrays along the <code>axis</code> dimension. For example, if <code>x</code> contains K ndarrays of shape <code>|2;3|</code>, then <code>stack ~axis:1 x</code> will return an ndarray of dimensions <code>|2;K;3|</code>. The ndarrays in <code>x</code>, they must all have the same shape. The default value of <code>axis</code> is 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p><code>split ~axis parts x</code> splits an ndarray <code>x</code> into parts along the specified <code>axis</code>. This function is the inverse operation of <code>concatenate</code>. The elements in <code>x</code> must sum up to the dimension in the specified axis.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> array</span></span></code></div><div class="spec-doc"><p><code>split_vh parts x</code> splits a passed in ndarray <code>x</code> along the first two dimensions, i.e. <code>axis 0</code> and <code>axis 1</code>. This is the inverse operation of <code>concat_vh</code> function, and the function is very useful in dividing a big matrix into smaller (especially heterogeneous) parts.</p><p>For example, given a matrix <code>x</code> of shape <code>[|8;10|]</code>, it is possible to split in the following ways.</p><p>.. code-block:: ocaml</p><p>Mat.split_vh <code>| [|(8,5);(8,5)|] |</code> x;; Mat.split_vh <code>| [|(4,5);(4,5)|]; [|(4,10)|] |</code> x;; Mat.split_vh <code>| [|(4,5);(4,5)|]; [|(4,5);(4,5)|] |</code> x;;</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>squeeze ~axis x</code> removes single-dimensional entries from the shape of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>expand x d</code> reshapes <code>x</code> by increasing its rank from <code>num_dims x</code> to <code>d</code>. The opposite operation is <code>squeeze x</code>. The <code>hi</code> parameter is used to specify whether the expandsion is along high dimension (by setting <code>true</code>), or along the low dimension (by setting <code>false</code>). The default value is <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pad ~v p x</code> pads a ndarray <code>x</code> with a constant value <code>v</code>. The padding index <code>p</code> is a list of lists of 2 integers. These two integers denote padding width at both edges of one dimension of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dropout ~rate:0.3 x</code> drops out 30% of the elements in <code>x</code>, in other words, by setting their values to zeros.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div><div class="spec-doc"><p><code>top x n</code> returns the indices of <code>n</code> greatest values of <code>x</code>. The indices are arranged according to the corresponding element values, from the greatest one to the smallest one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div><div class="spec-doc"><p><code>bottom x n</code> returns the indices of <code>n</code> smallest values of <code>x</code>. The indices are arranged according to the corresponding element values, from the smallest one to the greatest one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort1"><a href="#val-sort1" class="anchor"></a><code><span><span class="keyword">val</span> sort1 : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sort1 ~axis x</code> performs quicksort of the elements along specific <code>axis</code> in <code>x</code>. A new copy is returned as result, the original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sort x</code> performs quicksort of the elelments in <code>x</code>. A new copy is returned as result, the original <code>x</code> remains intact. If you want to perform in-place sorting, please use `sort_` instead.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>argsort x</code> returns the indices with which the elements in <code>x</code> are sorted in increasing order. Note that the returned index ndarray has the same shape as that of <code>x</code>, and the indices are 1D indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span>int array</span></span></code></div><div class="spec-doc"><p><code>draw ~axis x n</code> draws <code>n</code> samples from <code>x</code> along the specified <code>axis</code>, with replacement. <code>axis</code> is set to zero by default. The return is a tuple of both samples and the indices of the selected samples.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mmap"><a href="#val-mmap" class="anchor"></a><code><span><span class="keyword">val</span> mmap : 
+  <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>complex rho theta</code> constructs a complex ndarray/matrix from polar coordinates <code>rho</code> and <code>theta</code>. <code>rho</code> contains the magnitudes and <code>theta</code> contains phase angles. Note that the behaviour is undefined if <code>rho</code> has negative elelments or <code>theta</code> has infinity elelments.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unit_basis"><a href="#val-unit_basis" class="anchor"></a><code><span><span class="keyword">val</span> unit_basis : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>unit_basis k n i</code> returns a unit basis vector with <code>i</code>th element set to 1.</p></div></div><h6 id="obtain-basic-properties"><a href="#obtain-basic-properties" class="anchor"></a>Obtain basic properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>shape x</code> returns the shape of ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-num_dims"><a href="#val-num_dims" class="anchor"></a><code><span><span class="keyword">val</span> num_dims : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>num_dims x</code> returns the number of dimensions of ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nth_dim"><a href="#val-nth_dim" class="anchor"></a><code><span><span class="keyword">val</span> nth_dim : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>nth_dim x</code> returns the size of the nth dimension of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>numel x</code> returns the number of elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nnz"><a href="#val-nnz" class="anchor"></a><code><span><span class="keyword">val</span> nnz : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>nnz x</code> returns the number of non-zero elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>density x</code> returns the percentage of non-zero elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-size_in_bytes"><a href="#val-size_in_bytes" class="anchor"></a><code><span><span class="keyword">val</span> size_in_bytes : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>size_in_bytes x</code> returns the size of <code>x</code> in bytes in memory.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_shape"><a href="#val-same_shape" class="anchor"></a><code><span><span class="keyword">val</span> same_shape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_shape x y</code> checks whether <code>x</code> and <code>y</code> has the same shape or not.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_data"><a href="#val-same_data" class="anchor"></a><code><span><span class="keyword">val</span> same_data : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_data x y</code> checks whether <code>x</code> and <code>y</code> share the same underlying data in the memory. Namely, both variables point to the same memory address. This is done by checking the <code>Data</code> pointer in the Bigarray structure.</p><p>This function is very useful for avoiding unnecessary copying between two ndarrays especially if one has been reshaped or sliced.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kind"><a href="#val-kind" class="anchor"></a><code><span><span class="keyword">val</span> kind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span></span></code></div><div class="spec-doc"><p><code>kind x</code> returns the type of ndarray <code>x</code>. It is one of the four possible values: <code>Bigarray.Float32</code>, <code>Bigarray.Float64</code>, <code>Bigarray.Complex32</code>, and <code>Bigarray.Complex64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>strides x</code> calculates the strides of <code>x</code>. E.g., if <code>x</code> is of shape <code>[|3;4;5|]</code>, the returned strides will be <code>[|20;5;1|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>slice_size</code> calculates the slice size in each dimension, E.g., if <code>x</code> is of shape <code>[|3;4;5|]</code>, the returned slice size will be <code>[|60; 20; 5|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ind"><a href="#val-ind" class="anchor"></a><code><span><span class="keyword">val</span> ind : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>ind x i</code> converts <code>x</code>'s one-dimensional index <code>i</code> to n-dimensional one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1d"><a href="#val-i1d" class="anchor"></a><code><span><span class="keyword">val</span> i1d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>i1d x i</code> converts <code>x</code>'s n-dimensional index <code>i</code> to one-dimensional one.</p></div></div><h6 id="manipulate-ndarrays"><a href="#manipulate-ndarrays" class="anchor"></a>Manipulate Ndarrays</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>get x i</code> returns the value at <code>i</code> in <code>x</code>. E.g., <code>get x [|0;2;1|]</code> returns the value at <code>[|0;2;1|]</code> in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set x i a</code> sets the value at <code>i</code> to <code>a</code> in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_index"><a href="#val-get_index" class="anchor"></a><code><span><span class="keyword">val</span> get_index : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p><code>get_index i x</code> returns an array of element values specified by the indices <code>i</code>. The length of array <code>i</code> equals the number of dimensions of <code>x</code>. The arrays in <code>i</code> must have the same length, and each represents the indices in that dimension.</p><p>E.g., <code>[| [|1;2|]; [|3;4|] |]</code> returns the value of elements at position <code>(1,3)</code> and <code>(2,4)</code> respectively.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_index"><a href="#val-set_index" class="anchor"></a><code><span><span class="keyword">val</span> set_index : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_index i x a</code> sets the value of elements in <code>x</code> according to the indices specified by <code>i</code>. The length of array <code>i</code> equals the number of dimensions of <code>x</code>. The arrays in <code>i</code> must have the same length, and each represents the indices in that dimension.</p><p>If the length of <code>a</code> equals to the length of <code>i</code>, then each element will be assigned by the value in the corresponding position in <code>x</code>. If the length of <code>a</code> equals to one, then all the elements will be assigned the same value.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_fancy s x</code> returns a copy of the slice in <code>x</code>. The slice is defined by <code>a</code> which is an <code>int option array</code>. E.g., for a ndarray <code>x</code> of dimension <code>[|2; 2; 3|]</code>, <code>slice [0] x</code> takes the following slices of index <code>\(0,*,*\)</code>, i.e., <code>[|0;0;0|]</code>, <code>[|0;0;1|]</code>, <code>[|0;0;2|]</code> ... Also note that if the length of <code>s</code> is less than the number of dimensions of <code>x</code>, <code>slice</code> function will append slice definition to higher diemensions by assuming all the elements in missing dimensions will be taken.</p><p>Basically, <code>slice</code> function offers very much the same semantic as that in numpy, i.e., start:stop:step grammar, so if you how to index and slice ndarray in numpy, you should not find it difficult to use this function. Please just refer to numpy documentation or my tutorial.</p><p>There are two differences between <code>slice_left</code> and <code>slice</code>: <code>slice_left</code> does not make a copy but simply moving the pointer; <code>slice_left</code> can only make a slice from left-most axis whereas <code>slice</code> is much more flexible and can work on arbitrary axis which need not start from left-most side.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_fancy axis x y</code> set the slice defined by <code>axis</code> in <code>x</code> according to the values in <code>y</code>. <code>y</code> must have the same shape as the one defined by <code>axis</code>.</p><p>About the slice definition of <code>axis</code>, please refer to <code>get_fancy</code> function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_ext"><a href="#val-get_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ext : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>This function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_ext"><a href="#val-set_fancy_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ext : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>This function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_slice axis x</code> aims to provide a simpler version of <code>get_fancy</code>. This function assumes that every list element in the passed in <code>int list list</code> represents a range, i.e., <code>R</code> constructor.</p><p>E.g., <code>[[];[0;3];[0]]</code> is equivalent to <code>[R []; R [0;3]; R [0]]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>set_slice axis x y</code> aims to provide a simpler version of <code>set_fancy</code>. This function assumes that every list element in the passed in <code>int list list</code> represents a range, i.e., <code>R</code> constructor.</p><p>E.g., <code>[[];[0;3];[0]]</code> is equivalent to <code>[R []; R [0;3]; R [0]]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_ext"><a href="#val-get_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>get_slice_ext axis x</code> is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p><p>E.g., <code>x.%{0;1;2}</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_ext"><a href="#val-set_slice_ext" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ext : <span><span><span>int list</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Similar to <code>get_slice_ext axis x</code>, this function is used for extended indexing operator since ocaml 4.10.0. The indexing and slicing syntax become much ligher.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_left"><a href="#val-sub_left" class="anchor"></a><code><span><span class="keyword">val</span> sub_left : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Some as <code>Bigarray.sub_left</code>, please refer to Bigarray documentation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_ndarray"><a href="#val-sub_ndarray" class="anchor"></a><code><span><span class="keyword">val</span> sub_ndarray : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p><code>sub_ndarray parts x</code> is similar to <code>Bigarray.sub_left</code>. It splits the passed in ndarray <code>x</code> along the <code>axis 0</code> according to <code>parts</code>. The elelments in <code>parts</code> do not need to be equal but they must sum up to the dimension along axis zero.</p><p>The returned sub-ndarrays share the same memory as <code>x</code>. Because there is no copies made, this function is much faster than using `split` function to divide the lowest dimensionality of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_left"><a href="#val-slice_left" class="anchor"></a><code><span><span class="keyword">val</span> slice_left : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Same as <code>Bigarray.slice_left</code>, please refer to Bigarray documentation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reset x</code> resets all the elements in <code>x</code> to zero.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fill"><a href="#val-fill" class="anchor"></a><code><span><span class="keyword">val</span> fill : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fill x a</code> assigns the value <code>a</code> to the elements in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>copy x</code> makes a copy of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-resize"><a href="#val-resize" class="anchor"></a><code><span><span class="keyword">val</span> resize : <span><span class="optlabel">?head</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>resize ~head x d</code> resizes the ndarray <code>x</code>. If there are less number of elelments in the new shape than the old one, the new ndarray shares part of the memory with the old <code>x</code>. <code>head</code> indicates the alignment between the new and old data, either from head or from tail. Note the data is flattened before the operation.</p><p>If there are more elements in the new shape <code>d</code>. Then new memory space will be allocated and the content of <code>x</code> will be copied to the new memory. The rest of the allocated space will be filled with zeros. The default value of <code>head</code> is <code>true</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>reshape x d</code> transforms <code>x</code> into a new shape definted by <code>d</code>. Note the <code>reshape</code> function will not make a copy of <code>x</code>, the returned ndarray shares the same memory with the original <code>x</code>.</p><p>One shape dimension (only one) can be set to <code>-1</code>. In this case, the value is inferred from the length of the array and remaining dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>flatten x</code> transforms <code>x</code> into a one-dimsonal array without making a copy. Therefore the returned value shares the same memory space with original <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>reverse x</code> reverse the order of all elements in the flattened <code>x</code> and returns the results in a new ndarray. The original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flip"><a href="#val-flip" class="anchor"></a><code><span><span class="keyword">val</span> flip : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>flip ~axis x</code> flips a matrix/ndarray along <code>axis</code>. By default <code>axis = 0</code>. The result is returned in a new matrix/ndarray, so the original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rotate"><a href="#val-rotate" class="anchor"></a><code><span><span class="keyword">val</span> rotate : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>rotate x d</code> rotates <code>x</code> clockwise <code>d</code> degrees. <code>d</code> must be multiple times of <code>90</code>, otherwise the function will fail. If <code>x</code> is an n-dimensional array, then the function rotates the plane formed by the first and second dimensions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose ~axis x</code> makes a copy of <code>x</code>, then transpose it according to <code>~axis</code>. <code>~axis</code> must be a valid permutation of <code>x</code> dimension indices. E.g., for a three-dimensional ndarray, it can be <code>[2;1;0]</code>, <code>[0;2;1]</code>, <code>[1;2;0]</code>, and etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>swap i j x</code> makes a copy of <code>x</code>, then swaps the data on axis <code>i</code> and <code>j</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tile x a</code> tiles the data in <code>x</code> according the repetition specified by <code>a</code>. This function provides the exact behaviour as <code>numpy.tile</code>, please refer to the numpy's online documentation for details.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>repeat x a</code> repeats the elements of <code>x</code> according the repetition specified by <code>a</code>. The i-th element of <code>a</code> specifies the number of times that the individual entries of the i-th dimension of <code>x</code> should be repeated.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vertical"><a href="#val-concat_vertical" class="anchor"></a><code><span><span class="keyword">val</span> concat_vertical : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_vertical x y</code> concatenates two ndarray <code>x</code> and <code>y</code> vertically. This is just a convenient function for concatenating two ndarrays along their lowest dimension, i.e. 0.</p><p>The associated operator is <code>@||</code>, please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_horizontal"><a href="#val-concat_horizontal" class="anchor"></a><code><span><span class="keyword">val</span> concat_horizontal : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_horizontal x y</code> concatenates two ndarrays <code>x</code> and <code>y</code> horizontally. This is just a convenient function for concatenating two ndarrays along their highest dimension.</p><p>The associated operator is <code>@=</code>, please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat_vh"><a href="#val-concat_vh" class="anchor"></a><code><span><span class="keyword">val</span> concat_vh : <span><span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concat_vh</code> is used to assemble small parts of matrices into a bigger one. E.g. In <code>[| [|a; b; c|]; [|d; e; f|]; [|g; h; i|] |]</code>, wherein `a, b, c ... i` are matrices of different shapes. They will be concatenated into a big matrix as follows.</p><div><pre class="odoc-katex-math display">
+  \begin{bmatrix}
+    a &amp; b &amp; c \\
+    d &amp; e &amp; f \\
+    g &amp; h &amp; i
+  \end{bmatrix}
+</pre></div><p>This is achieved by first concatenating along <code>axis:1</code> for each element in the array, then concatenating along <code>axis:0</code>. The number of elements in each array needs not to be equal as long as the aggregated dimensions match. E.g., please check the following example.</p><p>.. code-block:: ocaml</p><p>let a00 = Mat.sequential 2 3 in let a01 = Mat.sequential 2 2 in let a02 = Mat.sequential 2 1 in let a10 = Mat.sequential 3 3 in let a11 = Mat.sequential 3 3 in Mat.concat_vh <code>| [|a00; a01; a02|]; [|a10; a11|] |</code>;;</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>concatenate ~axis:2 x</code> concatenates an array of ndarrays along the third dimension. For the ndarrays in <code>x</code>, they must have the same shape except the dimension specified by <code>axis</code>. The default value of <code>axis</code> is 0, i.e., the lowest dimension of a matrix/ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>stack ~axis x</code> stacks an array of ndarrays along the <code>axis</code> dimension. For example, if <code>x</code> contains K ndarrays of shape <code>|2;3|</code>, then <code>stack ~axis:1 x</code> will return an ndarray of dimensions <code>|2;K;3|</code>. The ndarrays in <code>x</code>, they must all have the same shape. The default value of <code>axis</code> is 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p><code>split ~axis parts x</code> splits an ndarray <code>x</code> into parts along the specified <code>axis</code>. This function is the inverse operation of <code>concatenate</code>. The elements in <code>x</code> must sum up to the dimension in the specified axis.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split_vh"><a href="#val-split_vh" class="anchor"></a><code><span><span class="keyword">val</span> split_vh : <span><span><span><span>(int * int)</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> array</span></span></code></div><div class="spec-doc"><p><code>split_vh parts x</code> splits a passed in ndarray <code>x</code> along the first two dimensions, i.e. <code>axis 0</code> and <code>axis 1</code>. This is the inverse operation of <code>concat_vh</code> function, and the function is very useful in dividing a big matrix into smaller (especially heterogeneous) parts.</p><p>For example, given a matrix <code>x</code> of shape <code>[|8;10|]</code>, it is possible to split in the following ways.</p><p>.. code-block:: ocaml</p><p>Mat.split_vh <code>| [|(8,5);(8,5)|] |</code> x;; Mat.split_vh <code>| [|(4,5);(4,5)|]; [|(4,10)|] |</code> x;; Mat.split_vh <code>| [|(4,5);(4,5)|]; [|(4,5);(4,5)|] |</code> x;;</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>squeeze ~axis x</code> removes single-dimensional entries from the shape of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>expand x d</code> reshapes <code>x</code> by increasing its rank from <code>num_dims x</code> to <code>d</code>. The opposite operation is <code>squeeze x</code>. The <code>hi</code> parameter is used to specify whether the expandsion is along high dimension (by setting <code>true</code>), or along the low dimension (by setting <code>false</code>). The default value is <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pad ~v p x</code> pads a ndarray <code>x</code> with a constant value <code>v</code>. The padding index <code>p</code> is a list of lists of 2 integers. These two integers denote padding width at both edges of one dimension of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dropout ~rate:0.3 x</code> drops out 30% of the elements in <code>x</code>, in other words, by setting their values to zeros.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div><div class="spec-doc"><p><code>top x n</code> returns the indices of <code>n</code> greatest values of <code>x</code>. The indices are arranged according to the corresponding element values, from the greatest one to the smallest one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div><div class="spec-doc"><p><code>bottom x n</code> returns the indices of <code>n</code> smallest values of <code>x</code>. The indices are arranged according to the corresponding element values, from the smallest one to the greatest one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort1"><a href="#val-sort1" class="anchor"></a><code><span><span class="keyword">val</span> sort1 : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sort1 ~axis x</code> performs quicksort of the elements along specific <code>axis</code> in <code>x</code>. A new copy is returned as result, the original <code>x</code> remains intact.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort"><a href="#val-sort" class="anchor"></a><code><span><span class="keyword">val</span> sort : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sort x</code> performs quicksort of the elelments in <code>x</code>. A new copy is returned as result, the original <code>x</code> remains intact. If you want to perform in-place sorting, please use `sort_` instead.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-argsort"><a href="#val-argsort" class="anchor"></a><code><span><span class="keyword">val</span> argsort : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>argsort x</code> returns the indices with which the elements in <code>x</code> are sorted in increasing order. Note that the returned index ndarray has the same shape as that of <code>x</code>, and the indices are 1D indices.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span>int array</span></span></code></div><div class="spec-doc"><p><code>draw ~axis x n</code> draws <code>n</code> samples from <code>x</code> along the specified <code>axis</code>, with replacement. <code>axis</code> is set to zero by default. The return is a tuple of both samples and the indices of the selected samples.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mmap"><a href="#val-mmap" class="anchor"></a><code><span><span class="keyword">val</span> mmap : 
   <span><span class="xref-unresolved">Unix</span>.file_descr <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?pos</span>:int64 <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span>
@@ -98,7 +121,8 @@
   <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>vecnorm ~axis ~p x</code> calculates the generalised vector p-norm along the specified <code>axis</code>. The generalised p-norm is defined as below.</p><p>.. math:: ||v||_p = \Big<code> \sum_{k=0}^{N-1} |v_k|^p \Big</code>^</p><p>/p</p><p>Parameters: * <code>axis</code> is the axis for reduction. * <code>p</code> is order of norm, default value is 2. * <code>x</code> is the input ndarray.</p><p>Returns: * If <code>p = infinity</code>, then returns :math:`||v||_<code>\infty</code> = \max_i(|v(i)|)`. * If <code>p = -infinity</code>, then returns :math:`||v||_</p><p>\infty</p><p>}</p><p>= \min_i(|v(i)|)`. * Otherwise returns generalised vector p-norm defined above.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vecnorm'"><a href="#val-vecnorm'" class="anchor"></a><code><span><span class="keyword">val</span> vecnorm' : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>vecnorm'</code> flattens the input into 1-d vector first, then calculates the generalised p-norm the same as <code>venorm</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cumsum"><a href="#val-cumsum" class="anchor"></a><code><span><span class="keyword">val</span> cumsum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cumsum ~axis x</code> : performs cumulative sum of the elements along the given axis <code>~axis</code>. If <code>~axis</code> is <code>None</code>, then the <code>cumsum</code> is performed along the lowest dimension. The returned result however always remains the same shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cumprod"><a href="#val-cumprod" class="anchor"></a><code><span><span class="keyword">val</span> cumprod : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cumprod ~axis x</code> : similar to <code>cumsum</code> but performs cumulative product of the elements along the given <code>~axis</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cummin"><a href="#val-cummin" class="anchor"></a><code><span><span class="keyword">val</span> cummin : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cummin ~axis x</code> : performs cumulative <code>min</code> along <code>axis</code> dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cummax"><a href="#val-cummax" class="anchor"></a><code><span><span class="keyword">val</span> cummax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cummax ~axis x</code> : performs cumulative <code>max</code> along <code>axis</code> dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>diff ~axis ~n x</code> calculates the <code>n</code>-th difference of <code>x</code> along the specified <code>axis</code>.</p><p>Parameters: * <code>axis</code>: axis to calculate the difference. The default value is the highest dimension. * <code>n</code>: how many times to calculate the difference. The default value is 1.</p><p>Return: * The difference ndarray y. Note that the shape of <code>y</code> 1 less than that of <code>x</code> along specified axis.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angle"><a href="#val-angle" class="anchor"></a><code><span><span class="keyword">val</span> angle : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>angle x</code> calculates the phase angle of all complex numbers in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-proj"><a href="#val-proj" class="anchor"></a><code><span><span class="keyword">val</span> proj : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>proj x</code> computes the projection on Riemann sphere of all elelments in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lgamma"><a href="#val-lgamma" class="anchor"></a><code><span><span class="keyword">val</span> lgamma : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lgamma x</code> computes the loggamma of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dawsn x</code> computes the Dawson function of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0"><a href="#val-i0" class="anchor"></a><code><span><span class="keyword">val</span> i0 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i0 x</code> computes the modified Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0e"><a href="#val-i0e" class="anchor"></a><code><span><span class="keyword">val</span> i0e : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i0e x</code> computes the exponentially scaled modified Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1"><a href="#val-i1" class="anchor"></a><code><span><span class="keyword">val</span> i1 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i1 x</code> computes the modified Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1e"><a href="#val-i1e" class="anchor"></a><code><span><span class="keyword">val</span> i1e : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i1e x</code> computes the exponentially scaled modified Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv"><a href="#val-iv" class="anchor"></a><code><span><span class="keyword">val</span> iv : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>iv v x</code> computes modified Bessel function of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_iv"><a href="#val-scalar_iv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_iv : <span><span class="label">v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_iv v x</code> computes the modified Bessel function of <code>x</code> of real order <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv_scalar"><a href="#val-iv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> iv_scalar : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>iv_scalar v x</code> computes modified Bessel function of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j0"><a href="#val-j0" class="anchor"></a><code><span><span class="keyword">val</span> j0 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>j0 x</code> computes the Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j1"><a href="#val-j1" class="anchor"></a><code><span><span class="keyword">val</span> j1 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>j1 x</code> computes the Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv"><a href="#val-jv" class="anchor"></a><code><span><span class="keyword">val</span> jv : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>jv v x</code> computes Bessel function the first kind of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_jv"><a href="#val-scalar_jv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_jv : <span><span class="label">v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_jv v x</code> computes the Bessel function of the first kind of <code>x</code> of real order <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv_scalar"><a href="#val-jv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> jv_scalar : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>jv_scalar v x</code> computes Bessel function of the first kind of <code>x</code> of real order <code>v</code></p></div></div><h6 id="binary-math-operators"><a href="#binary-math-operators" class="anchor"></a>Binary math operators</h6><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>add x y</code> adds all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p><p>General broadcast operation is automatically applied to add/sub/mul/div, etc. The function compares the dimension element-wise from the highest to the lowest with the following broadcast rules (same as numpy): 1. equal; 2. either is 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sub x y</code> subtracts all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mul x y</code> multiplies all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>div x y</code> divides all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>add_scalar x a</code> adds a scalar value <code>a</code> to each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sub_scalar x a</code> subtracts a scalar value <code>a</code> from each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mul_scalar x a</code> multiplies each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>div_scalar x a</code> divides each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_add a x</code> adds a scalar value <code>a</code> to each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_sub a x</code> subtracts each element in <code>x</code> from a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_mul a x</code> multiplies each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_div a x</code> divides a scalar value <code>a</code> by each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pow x y</code> computes <code>pow(a, b)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_pow a x</code> computes the power value of a scalar value <code>a</code> using the elements in a ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pow_scalar x a</code> computes each element in <code>x</code> power to <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>atan2 x y</code> computes <code>atan2(a, b)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_atan2 a x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_atan2 x a</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes <code>sqrt(x*x + y*y)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>min2 x y</code> computes the minimum of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max2 x y</code> computes the maximum of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fmod x y</code> performs float mod division.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar"><a href="#val-fmod_scalar" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fmod_scalar x a</code> performs mod division between <code>x</code> and scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod"><a href="#val-scalar_fmod" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_fmod x a</code> performs mod division between scalar <code>a</code> and <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ssqr'"><a href="#val-ssqr'" class="anchor"></a><code><span><span class="keyword">val</span> ssqr' : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>ssqr x a</code> computes the sum of squared differences of all the elements in <code>x</code> from constant <code>a</code>. This function only computes the square of each element rather than the conjugate transpose as <a href="#val-l2norm_sqr"><code>l2norm_sqr</code></a> does.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ssqr_diff'"><a href="#val-ssqr_diff'" class="anchor"></a><code><span><span class="keyword">val</span> ssqr_diff' : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>ssqr_diff x y</code> computes the sum of squared differences of every elements in <code>x</code> and its corresponding element in <code>y</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy'"><a href="#val-cross_entropy'" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy' : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cross_entropy x y</code> calculates the cross entropy between <code>x</code> and <code>y</code> using base <code>e</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="optlabel">?amin</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?amax</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>clip_by_value ~amin ~amax x</code> clips the elements in <code>x</code> based on <code>amin</code> and <code>amax</code>. The elements smaller than <code>amin</code> will be set to <code>amin</code>, and the elements greater than <code>amax</code> will be set to <code>amax</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm t x</code> clips the <code>x</code> according to the threshold set by <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fma x y z</code> calculates the `fused multiply add`, i.e. <code>(x * y) + z</code>.</p></div></div><h6 id="tensor-calculus"><a href="#tensor-calculus" class="anchor"></a>Tensor Calculus</h6><div class="odoc-spec"><div class="spec value anchored" id="val-contract1"><a href="#val-contract1" class="anchor"></a><code><span><span class="keyword">val</span> contract1 : <span><span><span>(int * int)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>contract1 index_pairs x</code> performs indices contraction (a.k.a tensor contraction) on <code>x</code>. <code>index_pairs</code> is an array of contracted indices.</p><p>Caveat: Not well tested yet, use with care! Also, consider to use TTGT in future for better performance.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-contract2"><a href="#val-contract2" class="anchor"></a><code><span><span class="keyword">val</span> contract2 : <span><span><span>(int * int)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>contract2 index_pairs x y</code> performs indices contraction (a.k.a tensor contraction) on two ndarrays <code>x</code> and <code>y</code>. <code>index_pairs</code> is an array of contracted indices, the first element is the index of <code>x</code>, the second is that of <code>y</code>.</p><p>Caveat: Not well tested yet, use with care! Also, consider to use TTGT in future for better performance.</p></div></div><h6 id="cast-functions"><a href="#cast-functions" class="anchor"></a>Cast functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-cast"><a href="#val-cast" class="anchor"></a><code><span><span class="keyword">val</span> cast : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast kind x</code> casts <code>x</code> of type <code>('c, 'd) t</code> to type <code>('a, 'b) t</code> specify by the passed in <code>kind</code> parameter. This function is a generalisation of the other casting functions such as <code>cast_s2d</code>, <code>cast_c2z</code>, and etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cast_s2d"><a href="#val-cast_s2d" class="anchor"></a><code><span><span class="keyword">val</span> cast_s2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>vecnorm ~axis ~p x</code> calculates the generalised vector p-norm along the specified <code>axis</code>. The generalised p-norm is defined as below.</p><div><pre class="odoc-katex-math display">
+  ||v||_p = \Big[ \sum_{k=0}^{N-1} |v_k|^p \Big]^{1/p}</pre></div><p>Parameters: * <code>axis</code> is the axis for reduction. * <code>p</code> is order of norm, default value is 2. * <code>x</code> is the input ndarray.</p><p>Returns: * If <code>p = infinity</code>, then returns <code class="odoc-katex-math">||v||_{\infty} = \max_i(|v(i)|)</code>. * If <code>p = -infinity</code>, then returns <code class="odoc-katex-math">||v||_{-\infty} = \min_i(|v(i)|)</code>. * Otherwise returns generalised vector p-norm defined above.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vecnorm'"><a href="#val-vecnorm'" class="anchor"></a><code><span><span class="keyword">val</span> vecnorm' : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>vecnorm'</code> flattens the input into 1-d vector first, then calculates the generalised p-norm the same as <code>venorm</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cumsum"><a href="#val-cumsum" class="anchor"></a><code><span><span class="keyword">val</span> cumsum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cumsum ~axis x</code> : performs cumulative sum of the elements along the given axis <code>~axis</code>. If <code>~axis</code> is <code>None</code>, then the <code>cumsum</code> is performed along the lowest dimension. The returned result however always remains the same shape.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cumprod"><a href="#val-cumprod" class="anchor"></a><code><span><span class="keyword">val</span> cumprod : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cumprod ~axis x</code> : similar to <code>cumsum</code> but performs cumulative product of the elements along the given <code>~axis</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cummin"><a href="#val-cummin" class="anchor"></a><code><span><span class="keyword">val</span> cummin : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cummin ~axis x</code> : performs cumulative <code>min</code> along <code>axis</code> dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cummax"><a href="#val-cummax" class="anchor"></a><code><span><span class="keyword">val</span> cummax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cummax ~axis x</code> : performs cumulative <code>max</code> along <code>axis</code> dimension.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>diff ~axis ~n x</code> calculates the <code>n</code>-th difference of <code>x</code> along the specified <code>axis</code>.</p><p>Parameters: * <code>axis</code>: axis to calculate the difference. The default value is the highest dimension. * <code>n</code>: how many times to calculate the difference. The default value is 1.</p><p>Return: * The difference ndarray y. Note that the shape of <code>y</code> 1 less than that of <code>x</code> along specified axis.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-angle"><a href="#val-angle" class="anchor"></a><code><span><span class="keyword">val</span> angle : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>angle x</code> calculates the phase angle of all complex numbers in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-proj"><a href="#val-proj" class="anchor"></a><code><span><span class="keyword">val</span> proj : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>proj x</code> computes the projection on Riemann sphere of all elelments in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lgamma"><a href="#val-lgamma" class="anchor"></a><code><span><span class="keyword">val</span> lgamma : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lgamma x</code> computes the loggamma of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dawsn x</code> computes the Dawson function of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0"><a href="#val-i0" class="anchor"></a><code><span><span class="keyword">val</span> i0 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i0 x</code> computes the modified Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0e"><a href="#val-i0e" class="anchor"></a><code><span><span class="keyword">val</span> i0e : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i0e x</code> computes the exponentially scaled modified Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1"><a href="#val-i1" class="anchor"></a><code><span><span class="keyword">val</span> i1 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i1 x</code> computes the modified Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1e"><a href="#val-i1e" class="anchor"></a><code><span><span class="keyword">val</span> i1e : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>i1e x</code> computes the exponentially scaled modified Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv"><a href="#val-iv" class="anchor"></a><code><span><span class="keyword">val</span> iv : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>iv v x</code> computes modified Bessel function of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_iv"><a href="#val-scalar_iv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_iv : <span><span class="label">v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_iv v x</code> computes the modified Bessel function of <code>x</code> of real order <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv_scalar"><a href="#val-iv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> iv_scalar : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>iv_scalar v x</code> computes modified Bessel function of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j0"><a href="#val-j0" class="anchor"></a><code><span><span class="keyword">val</span> j0 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>j0 x</code> computes the Bessel function of order 0 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j1"><a href="#val-j1" class="anchor"></a><code><span><span class="keyword">val</span> j1 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>j1 x</code> computes the Bessel function of order 1 of the elements in <code>x</code> and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv"><a href="#val-jv" class="anchor"></a><code><span><span class="keyword">val</span> jv : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>jv v x</code> computes Bessel function the first kind of <code>x</code> of real order <code>v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_jv"><a href="#val-scalar_jv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_jv : <span><span class="label">v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_jv v x</code> computes the Bessel function of the first kind of <code>x</code> of real order <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv_scalar"><a href="#val-jv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> jv_scalar : <span><span class="label">v</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>jv_scalar v x</code> computes Bessel function of the first kind of <code>x</code> of real order <code>v</code></p></div></div><h6 id="binary-math-operators"><a href="#binary-math-operators" class="anchor"></a>Binary math operators</h6><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>add x y</code> adds all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p><p>General broadcast operation is automatically applied to add/sub/mul/div, etc. The function compares the dimension element-wise from the highest to the lowest with the following broadcast rules (same as numpy): 1. equal; 2. either is 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sub x y</code> subtracts all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mul x y</code> multiplies all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>div x y</code> divides all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar"><a href="#val-add_scalar" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>add_scalar x a</code> adds a scalar value <code>a</code> to each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar"><a href="#val-sub_scalar" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sub_scalar x a</code> subtracts a scalar value <code>a</code> from each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar"><a href="#val-mul_scalar" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mul_scalar x a</code> multiplies each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar"><a href="#val-div_scalar" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>div_scalar x a</code> divides each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add"><a href="#val-scalar_add" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_add a x</code> adds a scalar value <code>a</code> to each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub"><a href="#val-scalar_sub" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_sub a x</code> subtracts each element in <code>x</code> from a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul"><a href="#val-scalar_mul" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_mul a x</code> multiplies each element in <code>x</code> by a scalar value <code>a</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div"><a href="#val-scalar_div" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_div a x</code> divides a scalar value <code>a</code> by each element in <code>x</code>, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pow x y</code> computes <code>pow(a, b)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow"><a href="#val-scalar_pow" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_pow a x</code> computes the power value of a scalar value <code>a</code> using the elements in a ndarray <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar"><a href="#val-pow_scalar" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pow_scalar x a</code> computes each element in <code>x</code> power to <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>atan2 x y</code> computes <code>atan2(a, b)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_atan2 a x</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_atan2 x a</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>hypot x y</code> computes <code>sqrt(x*x + y*y)</code> of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>min2 x y</code> computes the minimum of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max2 x y</code> computes the maximum of all the elements in <code>x</code> and <code>y</code> elementwise, and returns the result in a new ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fmod x y</code> performs float mod division.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar"><a href="#val-fmod_scalar" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fmod_scalar x a</code> performs mod division between <code>x</code> and scalar <code>a</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod"><a href="#val-scalar_fmod" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>scalar_fmod x a</code> performs mod division between scalar <code>a</code> and <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ssqr'"><a href="#val-ssqr'" class="anchor"></a><code><span><span class="keyword">val</span> ssqr' : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>ssqr x a</code> computes the sum of squared differences of all the elements in <code>x</code> from constant <code>a</code>. This function only computes the square of each element rather than the conjugate transpose as <a href="#val-l2norm_sqr"><code>l2norm_sqr</code></a> does.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ssqr_diff'"><a href="#val-ssqr_diff'" class="anchor"></a><code><span><span class="keyword">val</span> ssqr_diff' : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>ssqr_diff x y</code> computes the sum of squared differences of every elements in <code>x</code> and its corresponding element in <code>y</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy'"><a href="#val-cross_entropy'" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy' : <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cross_entropy x y</code> calculates the cross entropy between <code>x</code> and <code>y</code> using base <code>e</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="optlabel">?amin</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?amax</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>clip_by_value ~amin ~amax x</code> clips the elements in <code>x</code> based on <code>amin</code> and <code>amax</code>. The elements smaller than <code>amin</code> will be set to <code>amin</code>, and the elements greater than <code>amax</code> will be set to <code>amax</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>clip_by_l2norm t x</code> clips the <code>x</code> according to the threshold set by <code>t</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma"><a href="#val-fma" class="anchor"></a><code><span><span class="keyword">val</span> fma : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>fma x y z</code> calculates the `fused multiply add`, i.e. <code>(x * y) + z</code>.</p></div></div><h6 id="tensor-calculus"><a href="#tensor-calculus" class="anchor"></a>Tensor Calculus</h6><div class="odoc-spec"><div class="spec value anchored" id="val-contract1"><a href="#val-contract1" class="anchor"></a><code><span><span class="keyword">val</span> contract1 : <span><span><span>(int * int)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>contract1 index_pairs x</code> performs indices contraction (a.k.a tensor contraction) on <code>x</code>. <code>index_pairs</code> is an array of contracted indices.</p><p>Caveat: Not well tested yet, use with care! Also, consider to use TTGT in future for better performance.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-contract2"><a href="#val-contract2" class="anchor"></a><code><span><span class="keyword">val</span> contract2 : <span><span><span>(int * int)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>contract2 index_pairs x y</code> performs indices contraction (a.k.a tensor contraction) on two ndarrays <code>x</code> and <code>y</code>. <code>index_pairs</code> is an array of contracted indices, the first element is the index of <code>x</code>, the second is that of <code>y</code>.</p><p>Caveat: Not well tested yet, use with care! Also, consider to use TTGT in future for better performance.</p></div></div><h6 id="cast-functions"><a href="#cast-functions" class="anchor"></a>Cast functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-cast"><a href="#val-cast" class="anchor"></a><code><span><span class="keyword">val</span> cast : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast kind x</code> casts <code>x</code> of type <code>('c, 'd) t</code> to type <code>('a, 'b) t</code> specify by the passed in <code>kind</code> parameter. This function is a generalisation of the other casting functions such as <code>cast_s2d</code>, <code>cast_c2z</code>, and etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cast_s2d"><a href="#val-cast_s2d" class="anchor"></a><code><span><span class="keyword">val</span> cast_s2d : 
   <span><span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cast_s2d x</code> casts <code>x</code> from <code>float32</code> to <code>float64</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cast_d2s"><a href="#val-cast_d2s" class="anchor"></a><code><span><span class="keyword">val</span> cast_d2s : 
   <span><span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
@@ -119,238 +143,238 @@
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv1d ?padding input kernel strides</code> applies a 1-dimensional convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv2d ?padding input kernel strides</code> applies a 2-dimensional convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv3d ?padding input kernel strides</code> applies a 3-dimensional convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv1d ?padding input kernel strides dilations</code> applies a 1-dimensional dilated convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. Returns the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d"><a href="#val-dilated_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv2d ?padding input kernel strides dilations</code> applies a 2-dimensional dilated convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. Returns the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d"><a href="#val-dilated_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv3d ?padding input kernel strides dilations</code> applies a 3-dimensional dilated convolution over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. Returns the result of the dilated convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d"><a href="#val-transpose_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv1d ?padding input kernel strides</code> applies a 1-dimensional transposed convolution (deconvolution) over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d"><a href="#val-transpose_conv2d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv2d ?padding input kernel strides</code> applies a 2-dimensional transposed convolution (deconvolution) over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d"><a href="#val-transpose_conv3d" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv3d ?padding input kernel strides</code> applies a 3-dimensional transposed convolution (deconvolution) over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the transposed convolution.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d"><a href="#val-max_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool1d ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the max pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d"><a href="#val-max_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool2d ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the max pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d"><a href="#val-max_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool3d ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the max pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d"><a href="#val-avg_pool1d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool1d ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the average pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d"><a href="#val-avg_pool2d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool2d ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the average pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d"><a href="#val-avg_pool3d" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_argmax"><a href="#val-max_pool2d_argmax" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_argmax : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool3d ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation over an input tensor.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns the result of the average pooling operation.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_argmax"><a href="#val-max_pool2d_argmax" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_argmax : 
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool2d_argmax ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation over an input tensor, returning both the pooled output and the indices of the maximum values.</p><ul><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. Returns a tuple containing the pooled output and the indices of the maximum values.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d"><a href="#val-upsampling2d" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>upsampling2d input size</code> performs a 2-dimensional upsampling on the input tensor <code>input</code>, scaling it according to the specified <code>size</code>. Returns the upsampled tensor.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input"><a href="#val-conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel"><a href="#val-conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input"><a href="#val-conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel"><a href="#val-conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input"><a href="#val-conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel"><a href="#val-conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input"><a href="#val-dilated_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel"><a href="#val-dilated_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input"><a href="#val-dilated_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel"><a href="#val-dilated_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input"><a href="#val-dilated_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel"><a href="#val-dilated_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional dilated convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input"><a href="#val-transpose_conv1d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel"><a href="#val-transpose_conv1d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input"><a href="#val-transpose_conv2d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel"><a href="#val-transpose_conv2d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input"><a href="#val-transpose_conv3d_backward_input" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel"><a href="#val-transpose_conv3d_backward_kernel" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional transposed convolutional layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. Returns the gradient of the loss with respect to the kernel.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward"><a href="#val-max_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward : 
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional max pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward"><a href="#val-max_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward : 
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional max pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward"><a href="#val-max_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward : 
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>max_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional max pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward"><a href="#val-avg_pool1d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward : 
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional average pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward"><a href="#val-avg_pool2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward : 
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional average pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward"><a href="#val-avg_pool3d_backward" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward : 
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><p>The following functions are helper functions for some other functions in both Ndarray and Ndview modules. In general, you are not supposed to use these functions directly.</p><div class="odoc-spec"><div class="spec value anchored" id="val-print_element"><a href="#val-print_element" class="anchor"></a><code><span><span class="keyword">val</span> print_element : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print_element kind a</code> prints the value of a single element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_index"><a href="#val-print_index" class="anchor"></a><code><span><span class="keyword">val</span> print_index : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print_index i</code> prints out the index of an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_check_transpose_axis"><a href="#val-_check_transpose_axis" class="anchor"></a><code><span><span class="keyword">val</span> _check_transpose_axis : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>_check_transpose_axis a d</code> checks whether <code>a</code> is a legiti('a, 'b) te transpose index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>one_hot idx depth</code> creates one-hot vectors according to the indices ndarray and the specified depth. If <code>idx</code> is rank N, then the return is rank N+1. More specifically, if <code>idx</code> is of shape <code>[|a;b;c|]</code>, the return is of shape <code>[|a;b;c;depth|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sum_slices ~axis:2 x</code> for <code>x</code> of <code>[|2;3;4;5|]</code>, it returns an ndarray of shape <code>[|4;5|]</code>. Currently, the operation is done using <code>gemm</code>, it is fast but consumes more memory.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slide"><a href="#val-slide" class="anchor"></a><code><span><span class="keyword">val</span> slide : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional average pooling layer.</p><ul><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward"><a href="#val-upsampling2d_backward" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>upsampling2d_backward input size grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional upsampling layer.</p><ul><li><code>input</code> is the original input tensor.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. Returns the gradient of the loss with respect to the input tensor.</li></ul></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><p>The following functions are helper functions for some other functions in both Ndarray and Ndview modules. In general, you are not supposed to use these functions directly.</p><div class="odoc-spec"><div class="spec value anchored" id="val-print_element"><a href="#val-print_element" class="anchor"></a><code><span><span class="keyword">val</span> print_element : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print_element kind a</code> prints the value of a single element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_index"><a href="#val-print_index" class="anchor"></a><code><span><span class="keyword">val</span> print_index : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>print_index i</code> prints out the index of an element.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_check_transpose_axis"><a href="#val-_check_transpose_axis" class="anchor"></a><code><span><span class="keyword">val</span> _check_transpose_axis : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>_check_transpose_axis a d</code> checks whether <code>a</code> is a legiti('a, 'b) te transpose index.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>one_hot idx depth</code> creates one-hot vectors according to the indices ndarray and the specified depth. If <code>idx</code> is rank N, then the return is rank N+1. More specifically, if <code>idx</code> is of shape <code>[|a;b;c|]</code>, the return is of shape <code>[|a;b;c;depth|]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sum_slices ~axis:2 x</code> for <code>x</code> of <code>[|2;3;4;5|]</code>, it returns an ndarray of shape <code>[|4;5|]</code>. Currently, the operation is done using <code>gemm</code>, it is fast but consumes more memory.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slide"><a href="#val-slide" class="anchor"></a><code><span><span class="keyword">val</span> slide : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?ofs</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?step</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">window</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>slide ~axis ~window x</code> generates a new ndarray by sliding a window along specified <code>axis</code> in <code>x</code>. E.g., if <code>x</code> has shape <code>[|a;b;c|]</code> and <code>axis = 1</code>, then <code>[|a; number of windows; window; c|]</code> is the shape of the returned ndarray.</p><p>Parameters: * <code>axis</code> is the axis for sliding, the default is -1, i.e. highest dimension. * <code>ofs</code> is the starting position of the sliding window. The default is 0. * <code>step</code> is the step size, the default is 1. * <code>window</code> is the size of the sliding window.</p></div></div><h6 id="in-place-modification"><a href="#in-place-modification" class="anchor"></a>In-place modification</h6><div class="odoc-spec"><div class="spec value anchored" id="val-create_"><a href="#val-create_" class="anchor"></a><code><span><span class="keyword">val</span> create_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_"><a href="#val-uniform_" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_"><a href="#val-gaussian_" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_ : <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson_"><a href="#val-poisson_" class="anchor"></a><code><span><span class="keyword">val</span> poisson_ : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential_"><a href="#val-sequential_" class="anchor"></a><code><span><span class="keyword">val</span> sequential_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli_"><a href="#val-bernoulli_" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli_ : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros_"><a href="#val-zeros_" class="anchor"></a><code><span><span class="keyword">val</span> zeros_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones_"><a href="#val-ones_" class="anchor"></a><code><span><span class="keyword">val</span> ones_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot_"><a href="#val-one_hot_" class="anchor"></a><code><span><span class="keyword">val</span> one_hot_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_"><a href="#val-sort_" class="anchor"></a><code><span><span class="keyword">val</span> sort_ : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sort_ x</code> performs in-place quicksort of the elelments in <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_"><a href="#val-get_fancy_" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_"><a href="#val-set_fancy_" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>slide ~axis ~window x</code> generates a new ndarray by sliding a window along specified <code>axis</code> in <code>x</code>. E.g., if <code>x</code> has shape <code>[|a;b;c|]</code> and <code>axis = 1</code>, then <code>[|a; number of windows; window; c|]</code> is the shape of the returned ndarray.</p><p>Parameters: * <code>axis</code> is the axis for sliding, the default is -1, i.e. highest dimension. * <code>ofs</code> is the starting position of the sliding window. The default is 0. * <code>step</code> is the step size, the default is 1. * <code>window</code> is the size of the sliding window.</p></div></div><h6 id="in-place-modification"><a href="#in-place-modification" class="anchor"></a>In-place modification</h6><div class="odoc-spec"><div class="spec value anchored" id="val-create_"><a href="#val-create_" class="anchor"></a><code><span><span class="keyword">val</span> create_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>create_ ~out value</code> initializes the matrix <code>out</code> in-place with the scalar value <code>value</code>. This operation modifies the contents of <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_"><a href="#val-uniform_" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>uniform_ ?a ?b ~out</code> fills the matrix <code>out</code> in-place with random values drawn from a uniform distribution over the interval [a, b\). If <code>a</code> and <code>b</code> are not provided, the default interval is [0, 1\).</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_"><a href="#val-gaussian_" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_ : <span><span class="optlabel">?mu</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>gaussian_ ?mu ?sigma ~out</code> fills the matrix <code>out</code> in-place with random values drawn from a Gaussian distribution with mean <code>mu</code> and standard deviation <code>sigma</code>. If <code>mu</code> is not provided, the default mean is 0. If <code>sigma</code> is not provided, the default standard deviation is 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson_"><a href="#val-poisson_" class="anchor"></a><code><span><span class="keyword">val</span> poisson_ : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>poisson_ ~mu ~out</code> fills the matrix <code>out</code> in-place with random values drawn from a Poisson distribution with mean <code>mu</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential_"><a href="#val-sequential_" class="anchor"></a><code><span><span class="keyword">val</span> sequential_ : <span><span class="optlabel">?a</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sequential_ ?a ?step ~out</code> fills the matrix <code>out</code> in-place with a sequence of values starting from <code>a</code> with a step of <code>step</code>. If <code>a</code> is not provided, the sequence starts from 0. If <code>step</code> is not provided, the step size is 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli_"><a href="#val-bernoulli_" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli_ : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>bernoulli_ ?p ~out</code> fills the matrix <code>out</code> in-place with random values drawn from a Bernoulli distribution with probability <code>p</code> of being 1. If <code>p</code> is not provided, the default probability is 0.5.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros_"><a href="#val-zeros_" class="anchor"></a><code><span><span class="keyword">val</span> zeros_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>zeros_ ~out</code> fills the matrix <code>out</code> in-place with zeros.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones_"><a href="#val-ones_" class="anchor"></a><code><span><span class="keyword">val</span> ones_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>ones_ ~out</code> fills the matrix <code>out</code> in-place with ones.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot_"><a href="#val-one_hot_" class="anchor"></a><code><span><span class="keyword">val</span> one_hot_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>one_hot_ ~out depth indices</code> fills the matrix <code>out</code> in-place with one-hot encoded vectors according to the specified <code>depth</code> and the <code>indices</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_"><a href="#val-sort_" class="anchor"></a><code><span><span class="keyword">val</span> sort_ : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sort_ x</code> performs in-place quicksort on the elements in <code>x</code>, sorting them in ascending order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy_"><a href="#val-get_fancy_" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>get_fancy_ ~out indices src</code> extracts elements from the source matrix <code>src</code> according to the list of <code>indices</code> and stores them in <code>out</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy_"><a href="#val-set_fancy_" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_"><a href="#val-get_slice_" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_"><a href="#val-set_slice_" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_fancy_ ~out indices src</code> sets the elements in <code>out</code> at the positions specified by <code>indices</code> with the values from the source matrix <code>src</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice_"><a href="#val-get_slice_" class="anchor"></a><code><span><span class="keyword">val</span> get_slice_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>get_slice_ ~out slices src</code> extracts a slice from the source matrix <code>src</code> according to the list of <code>slices</code> and stores it in <code>out</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice_"><a href="#val-set_slice_" class="anchor"></a><code><span><span class="keyword">val</span> set_slice_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the data from ndarray <code>src</code> to destination <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape_"><a href="#val-reshape_" class="anchor"></a><code><span><span class="keyword">val</span> reshape_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_"><a href="#val-reverse_" class="anchor"></a><code><span><span class="keyword">val</span> reverse_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_"><a href="#val-transpose_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>transpose_ ~out x</code> is similar to <code>transpose x</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat_"><a href="#val-repeat_" class="anchor"></a><code><span><span class="keyword">val</span> repeat_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>repeat_ ~out x reps</code> is similar to <code>repeat x reps</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile_"><a href="#val-tile_" class="anchor"></a><code><span><span class="keyword">val</span> tile_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>tile_ ~out x reps</code> is similar to <code>tile x reps</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad_"><a href="#val-pad_" class="anchor"></a><code><span><span class="keyword">val</span> pad_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pad_ ~out ?v p x</code> is similar to <code>pad ?v p x</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_"><a href="#val-sum_" class="anchor"></a><code><span><span class="keyword">val</span> sum_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_"><a href="#val-min_" class="anchor"></a><code><span><span class="keyword">val</span> min_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_"><a href="#val-max_" class="anchor"></a><code><span><span class="keyword">val</span> max_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_ x y</code> is similar to <code>add</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_ x y</code> is similar to <code>sub</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_ x y</code> is similar to <code>mul</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_ x y</code> is similar to <code>div</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_"><a href="#val-pow_" class="anchor"></a><code><span><span class="keyword">val</span> pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_ x y</code> is similar to <code>pow</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_"><a href="#val-atan2_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_ x y</code> is similar to <code>atan2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot_"><a href="#val-hypot_" class="anchor"></a><code><span><span class="keyword">val</span> hypot_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>hypot_ x y</code> is similar to <code>hypot</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_"><a href="#val-fmod_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_ x y</code> is similar to <code>fmod</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2_"><a href="#val-min2_" class="anchor"></a><code><span><span class="keyword">val</span> min2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min2_ x y</code> is similar to <code>min2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2_"><a href="#val-max2_" class="anchor"></a><code><span><span class="keyword">val</span> max2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max2_ x y</code> is similar to <code>max2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_scalar_ x y</code> is similar to <code>add_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_scalar_ x y</code> is similar to <code>sub_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_scalar_ x y</code> is similar to <code>mul_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_scalar_ x y</code> is similar to <code>div_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar_"><a href="#val-pow_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_scalar_ x y</code> is similar to <code>pow_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar_"><a href="#val-atan2_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_scalar_ x y</code> is similar to <code>atan2_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar_"><a href="#val-fmod_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_scalar_ x y</code> is similar to <code>fmod_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add_"><a href="#val-scalar_add_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_add_ a x</code> is similar to <code>scalar_add</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub_"><a href="#val-scalar_sub_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_sub_ a x</code> is similar to <code>scalar_sub</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul_"><a href="#val-scalar_mul_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_mul_ a x</code> is similar to <code>scalar_mul</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div_"><a href="#val-scalar_div_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_div_ a x</code> is similar to <code>scalar_div</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow_"><a href="#val-scalar_pow_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_pow_ a x</code> is similar to <code>scalar_pow</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2_"><a href="#val-scalar_atan2_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_atan2_ a x</code> is similar to <code>scalar_atan2</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod_"><a href="#val-scalar_fmod_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_fmod_ a x</code> is similar to <code>scalar_fmod</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value_"><a href="#val-clip_by_value_" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>set_slice_ ~out slices src</code> sets the slice in <code>out</code> defined by <code>slices</code> with the values from the source matrix <code>src</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>copy_ ~out src</code> copies the data from the source matrix <code>src</code> to the destination matrix <code>out</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape_"><a href="#val-reshape_" class="anchor"></a><code><span><span class="keyword">val</span> reshape_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reshape_ ~out src</code> reshapes the source matrix <code>src</code> and stores the result in <code>out</code>. The total number of elements must remain the same. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_"><a href="#val-reverse_" class="anchor"></a><code><span><span class="keyword">val</span> reverse_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>reverse_ ~out src</code> reverses the elements of the source matrix <code>src</code> along each dimension and stores the result in <code>out</code>. This operation is performed in-place on <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_"><a href="#val-transpose_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>transpose_ ~out x</code> is similar to <code>transpose x</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat_"><a href="#val-repeat_" class="anchor"></a><code><span><span class="keyword">val</span> repeat_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>repeat_ ~out x reps</code> is similar to <code>repeat x reps</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile_"><a href="#val-tile_" class="anchor"></a><code><span><span class="keyword">val</span> tile_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>tile_ ~out x reps</code> is similar to <code>tile x reps</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad_"><a href="#val-pad_" class="anchor"></a><code><span><span class="keyword">val</span> pad_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?v</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pad_ ~out ?v p x</code> is similar to <code>pad ?v p x</code> but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_"><a href="#val-sum_" class="anchor"></a><code><span><span class="keyword">val</span> sum_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sum_ ~out ~axis x</code> computes the sum of elements along the specified <code>axis</code> of the array <code>x</code> and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>axis</code> specifies the axis along which to compute the sum. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min_"><a href="#val-min_" class="anchor"></a><code><span><span class="keyword">val</span> min_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min_ ~out ~axis x</code> computes the minimum value along the specified <code>axis</code> of the array <code>x</code> and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>axis</code> specifies the axis along which to compute the minimum value. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_"><a href="#val-max_" class="anchor"></a><code><span><span class="keyword">val</span> max_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max_ ~out ~axis x</code> computes the maximum value along the specified <code>axis</code> of the array <code>x</code> and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>axis</code> specifies the axis along which to compute the maximum value. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_"><a href="#val-add_" class="anchor"></a><code><span><span class="keyword">val</span> add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_ x y</code> is similar to <code>add</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_"><a href="#val-sub_" class="anchor"></a><code><span><span class="keyword">val</span> sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_ x y</code> is similar to <code>sub</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_"><a href="#val-mul_" class="anchor"></a><code><span><span class="keyword">val</span> mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_ x y</code> is similar to <code>mul</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_"><a href="#val-div_" class="anchor"></a><code><span><span class="keyword">val</span> div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_ x y</code> is similar to <code>div</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_"><a href="#val-pow_" class="anchor"></a><code><span><span class="keyword">val</span> pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_ x y</code> is similar to <code>pow</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_"><a href="#val-atan2_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_ x y</code> is similar to <code>atan2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot_"><a href="#val-hypot_" class="anchor"></a><code><span><span class="keyword">val</span> hypot_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>hypot_ x y</code> is similar to <code>hypot</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_"><a href="#val-fmod_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_ x y</code> is similar to <code>fmod</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2_"><a href="#val-min2_" class="anchor"></a><code><span><span class="keyword">val</span> min2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>min2_ x y</code> is similar to <code>min2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2_"><a href="#val-max2_" class="anchor"></a><code><span><span class="keyword">val</span> max2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>max2_ x y</code> is similar to <code>max2</code> function but the output is written to <code>out</code>. You need to make sure <code>out</code> is big enough to hold the output result.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add_scalar_"><a href="#val-add_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> add_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>add_scalar_ x y</code> is similar to <code>add_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub_scalar_"><a href="#val-sub_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> sub_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>sub_scalar_ x y</code> is similar to <code>sub_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul_scalar_"><a href="#val-mul_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> mul_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>mul_scalar_ x y</code> is similar to <code>mul_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div_scalar_"><a href="#val-div_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> div_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>div_scalar_ x y</code> is similar to <code>div_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow_scalar_"><a href="#val-pow_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> pow_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>pow_scalar_ x y</code> is similar to <code>pow_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar_"><a href="#val-atan2_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>atan2_scalar_ x y</code> is similar to <code>atan2_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar_"><a href="#val-fmod_scalar_" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fmod_scalar_ x y</code> is similar to <code>fmod_scalar</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_add_"><a href="#val-scalar_add_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_add_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_add_ a x</code> is similar to <code>scalar_add</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_sub_"><a href="#val-scalar_sub_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_sub_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_sub_ a x</code> is similar to <code>scalar_sub</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_mul_"><a href="#val-scalar_mul_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_mul_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_mul_ a x</code> is similar to <code>scalar_mul</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_div_"><a href="#val-scalar_div_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_div_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_div_ a x</code> is similar to <code>scalar_div</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_pow_"><a href="#val-scalar_pow_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_pow_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_pow_ a x</code> is similar to <code>scalar_pow</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2_"><a href="#val-scalar_atan2_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_atan2_ a x</code> is similar to <code>scalar_atan2</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod_"><a href="#val-scalar_fmod_" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>scalar_fmod_ a x</code> is similar to <code>scalar_fmod</code> function but the output is written to <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value_"><a href="#val-clip_by_value_" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value_ : 
   <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amin</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?amax</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm_"><a href="#val-clip_by_l2norm_" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma_"><a href="#val-fma_" class="anchor"></a><code><span><span class="keyword">val</span> fma_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fma_ ~out x y z</code> is similar to <code>fma x y z</code> function but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot_"><a href="#val-dot_" class="anchor"></a><code><span><span class="keyword">val</span> dot_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>clip_by_value_ ?out ?amin ?amax x</code> clips the values of the array <code>x</code> to lie within the range <code>amin, amax</code> and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the optional output array where the result will be stored. If not provided, <code>x</code> is modified in-place.</li><li><code>amin</code> is the optional minimum value to clip to. If not provided, no minimum clipping is applied.</li><li><code>amax</code> is the optional maximum value to clip to. If not provided, no maximum clipping is applied. This operation is performed in-place.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm_"><a href="#val-clip_by_l2norm_" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>clip_by_l2norm_ ?out l2norm x</code> clips the L2 norm of the array <code>x</code> to the specified value <code>l2norm</code> and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the optional output array where the result will be stored. If not provided, <code>x</code> is modified in-place.</li><li><code>l2norm</code> specifies the maximum L2 norm. This operation is performed in-place.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fma_"><a href="#val-fma_" class="anchor"></a><code><span><span class="keyword">val</span> fma_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fma_ ~out x y z</code> is similar to <code>fma x y z</code> function but the output is written to <code>out</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot_"><a href="#val-dot_" class="anchor"></a><code><span><span class="keyword">val</span> dot_ : 
   <span><span class="optlabel">?transa</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?transb</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?alpha</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span>
@@ -364,255 +388,255 @@
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_"><a href="#val-conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv1d_ ~out ?padding input kernel strides</code> applies a 1-dimensional convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_"><a href="#val-conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_"><a href="#val-conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv2d_ ~out ?padding input kernel strides</code> applies a 2-dimensional convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_"><a href="#val-conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_"><a href="#val-dilated_conv1d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv3d_ ~out ?padding input kernel strides</code> applies a 3-dimensional convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_"><a href="#val-dilated_conv1d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_"><a href="#val-dilated_conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv1d_ ~out ?padding input kernel strides dilations</code> applies a 1-dimensional dilated convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_"><a href="#val-dilated_conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_"><a href="#val-dilated_conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv2d_ ~out ?padding input kernel strides dilations</code> applies a 2-dimensional dilated convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_"><a href="#val-dilated_conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_"><a href="#val-transpose_conv1d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv3d_ ~out ?padding input kernel strides dilations</code> applies a 3-dimensional dilated convolution over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_"><a href="#val-transpose_conv1d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_"><a href="#val-transpose_conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv1d_ ~out ?padding input kernel strides</code> applies a 1-dimensional transposed convolution (deconvolution) over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_"><a href="#val-transpose_conv2d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_"><a href="#val-transpose_conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv2d_ ~out ?padding input kernel strides</code> applies a 2-dimensional transposed convolution (deconvolution) over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_"><a href="#val-transpose_conv3d_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_"><a href="#val-max_pool1d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv3d_ ~out ?padding input kernel strides</code> applies a 3-dimensional transposed convolution (deconvolution) over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_"><a href="#val-max_pool1d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_"><a href="#val-max_pool2d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool1d_ ~out ?padding input pool_size strides</code> applies a 1-dimensional max pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_"><a href="#val-max_pool2d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_"><a href="#val-max_pool3d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool2d_ ~out ?padding input pool_size strides</code> applies a 2-dimensional max pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_"><a href="#val-max_pool3d_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_"><a href="#val-avg_pool1d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool3d_ ~out ?padding input pool_size strides</code> applies a 3-dimensional max pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_"><a href="#val-avg_pool1d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_"><a href="#val-avg_pool2d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool1d_ ~out ?padding input pool_size strides</code> applies a 1-dimensional average pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_"><a href="#val-avg_pool2d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_"><a href="#val-avg_pool3d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool2d_ ~out ?padding input pool_size strides</code> applies a 2-dimensional average pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_"><a href="#val-avg_pool3d_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?padding</span>:<a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_"><a href="#val-upsampling2d_" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input_"><a href="#val-conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool3d_ ~out ?padding input pool_size strides</code> applies a 3-dimensional average pooling operation over an input tensor and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>padding</code> specifies the padding strategy to use ('valid' or 'same').</li><li><code>input</code> is the input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_"><a href="#val-upsampling2d_" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_ : <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>upsampling2d_ ~out input size</code> performs a 2-dimensional upsampling on the input tensor <code>input</code>, scaling it according to the specified <code>size</code>, and stores the result in <code>out</code>.</p><ul><li><code>out</code> is the output array where the result will be stored.</li><li><code>input</code> is the input tensor to be upsampled.</li><li><code>size</code> specifies the upsampling factors for each dimension. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_input_"><a href="#val-conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel_"><a href="#val-conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv1d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d_backward_kernel_"><a href="#val-conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv1d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input_"><a href="#val-conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv1d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_input_"><a href="#val-conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel_"><a href="#val-conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv2d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d_backward_kernel_"><a href="#val-conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv2d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input_"><a href="#val-conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv2d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_input_"><a href="#val-conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel_"><a href="#val-conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv3d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d_backward_kernel_"><a href="#val-conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> conv3d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input_"><a href="#val-dilated_conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>conv3d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_input_"><a href="#val-dilated_conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel_"><a href="#val-dilated_conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_input_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d_backward_kernel_"><a href="#val-dilated_conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input_"><a href="#val-dilated_conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv1d_backward_kernel_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_input_"><a href="#val-dilated_conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel_"><a href="#val-dilated_conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_input_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv2d_backward_kernel_"><a href="#val-dilated_conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv2d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input_"><a href="#val-dilated_conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv2d_backward_kernel_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_input_"><a href="#val-dilated_conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel_"><a href="#val-dilated_conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_input_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv3d_backward_kernel_"><a href="#val-dilated_conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv3d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input_"><a href="#val-transpose_conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>dilated_conv3d_backward_kernel_ ~out input kernel strides dilations grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional dilated convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the dilated convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>dilations</code> specify the dilation factor for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the dilated convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_input_"><a href="#val-transpose_conv1d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel_"><a href="#val-transpose_conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv1d_backward_kernel_"><a href="#val-transpose_conv1d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv1d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input_"><a href="#val-transpose_conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv1d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 1-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_input_"><a href="#val-transpose_conv2d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel_"><a href="#val-transpose_conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv2d_backward_kernel_"><a href="#val-transpose_conv2d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv2d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input_"><a href="#val-transpose_conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv2d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 2-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_input_"><a href="#val-transpose_conv3d_backward_input_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_input_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel_"><a href="#val-transpose_conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_input_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose_conv3d_backward_kernel_"><a href="#val-transpose_conv3d_backward_kernel_" class="anchor"></a><code><span><span class="keyword">val</span> transpose_conv3d_backward_kernel_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward_"><a href="#val-max_pool1d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>transpose_conv3d_backward_kernel_ ~out input kernel strides grad_output</code> computes the gradient of the loss with respect to the kernel of a 3-dimensional transposed convolutional layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>kernel</code> is the transposed convolutional kernel used during the forward pass.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the transposed convolutional layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool1d_backward_"><a href="#val-max_pool1d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool1d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward_"><a href="#val-max_pool2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool1d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional max pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool2d_backward_"><a href="#val-max_pool2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool2d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward_"><a href="#val-max_pool3d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool2d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional max pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max_pool3d_backward_"><a href="#val-max_pool3d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> max_pool3d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward_"><a href="#val-avg_pool1d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>max_pool3d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional max pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the max pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool1d_backward_"><a href="#val-avg_pool1d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool1d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward_"><a href="#val-avg_pool2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool1d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 1-dimensional average pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool2d_backward_"><a href="#val-avg_pool2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool2d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward_"><a href="#val-avg_pool3d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool2d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional average pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-avg_pool3d_backward_"><a href="#val-avg_pool3d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> avg_pool3d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward_"><a href="#val-upsampling2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward_ : 
+  unit</span></code></div><div class="spec-doc"><p><code>avg_pool3d_backward_ ~out padding input pool_size strides grad_output</code> computes the gradient of the loss with respect to the input tensor of a 3-dimensional average pooling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>padding</code> specifies the padding strategy used during the forward pass.</li><li><code>input</code> is the original input tensor.</li><li><code>pool_size</code> specifies the size of the pooling window.</li><li><code>strides</code> specify the stride length for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the average pooling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-upsampling2d_backward_"><a href="#val-upsampling2d_backward_" class="anchor"></a><code><span><span class="keyword">val</span> upsampling2d_backward_ : 
   <span><span class="label">out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fused_adagrad_"><a href="#val-fused_adagrad_" class="anchor"></a><code><span><span class="keyword">val</span> fused_adagrad_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">rate</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">eps</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-area"><a href="#type-area" class="anchor"></a><code><span><span class="keyword">type</span> area</span><span> = </span><span>{</span></code><ol><li id="type-area.a" class="def record field anchored"><a href="#type-area.a" class="anchor"></a><code><span>a : int;</span></code></li><li id="type-area.b" class="def record field anchored"><a href="#type-area.b" class="anchor"></a><code><span>b : int;</span></code></li><li id="type-area.c" class="def record field anchored"><a href="#type-area.c" class="anchor"></a><code><span>c : int;</span></code></li><li id="type-area.d" class="def record field anchored"><a href="#type-area.d" class="anchor"></a><code><span>d : int;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-area"><a href="#val-area" class="anchor"></a><code><span><span class="keyword">val</span> area : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-area">area</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_area_to"><a href="#val-copy_area_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_area_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-area">area</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-area">area</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_rows"><a href="#val-draw_rows" class="anchor"></a><code><span><span class="keyword">val</span> draw_rows : 
+  unit</span></code></div><div class="spec-doc"><p><code>upsampling2d_backward_ ~out input size grad_output</code> computes the gradient of the loss with respect to the input tensor of a 2-dimensional upsampling layer and stores it in <code>out</code>.</p><ul><li><code>out</code> is the output array where the gradient will be stored.</li><li><code>input</code> is the original input tensor.</li><li><code>size</code> specifies the upsampling factors for each dimension.</li><li><code>grad_output</code> is the gradient of the loss with respect to the output of the upsampling layer. This operation is performed in-place on <code>out</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fused_adagrad_"><a href="#val-fused_adagrad_" class="anchor"></a><code><span><span class="keyword">val</span> fused_adagrad_ : <span><span class="optlabel">?out</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">rate</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">eps</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>fused_adagrad_ ?out ~rate ~eps grad</code> applies the Adagrad optimization algorithm to the gradients <code>grad</code> with a given learning <code>rate</code> and epsilon <code>eps</code> for numerical stability, storing the result in <code>out</code>.</p><ul><li><code>out</code> is the optional output array where the updated parameters will be stored. If not provided, <code>grad</code> is modified in-place.</li><li><code>rate</code> specifies the learning rate.</li><li><code>eps</code> specifies the epsilon value for numerical stability. This operation is performed in-place.</li></ul></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec type anchored" id="type-area"><a href="#type-area" class="anchor"></a><code><span><span class="keyword">type</span> area</span><span> = </span><span>{</span></code><ol><li id="type-area.a" class="def record field anchored"><a href="#type-area.a" class="anchor"></a><code><span>a : int;</span></code></li><li id="type-area.b" class="def record field anchored"><a href="#type-area.b" class="anchor"></a><code><span>b : int;</span></code></li><li id="type-area.c" class="def record field anchored"><a href="#type-area.c" class="anchor"></a><code><span>c : int;</span></code></li><li id="type-area.d" class="def record field anchored"><a href="#type-area.d" class="anchor"></a><code><span>d : int;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-area"><a href="#val-area" class="anchor"></a><code><span><span class="keyword">val</span> area : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-area">area</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_area_to"><a href="#val-copy_area_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_area_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-area">area</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-area">area</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col"><a href="#val-col" class="anchor"></a><code><span><span class="keyword">val</span> col : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rows"><a href="#val-rows" class="anchor"></a><code><span><span class="keyword">val</span> rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cols"><a href="#val-cols" class="anchor"></a><code><span><span class="keyword">val</span> cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_row_to"><a href="#val-copy_row_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_row_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_col_to"><a href="#val-copy_col_to" class="anchor"></a><code><span><span class="keyword">val</span> copy_col_to : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_rows"><a href="#val-to_rows" class="anchor"></a><code><span><span class="keyword">val</span> to_rows : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_rows"><a href="#val-of_rows" class="anchor"></a><code><span><span class="keyword">val</span> of_rows : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_cols"><a href="#val-to_cols" class="anchor"></a><code><span><span class="keyword">val</span> to_cols : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_cols"><a href="#val-of_cols" class="anchor"></a><code><span><span class="keyword">val</span> of_cols : <span><span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-kind">kind</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_rows"><a href="#val-draw_rows" class="anchor"></a><code><span><span class="keyword">val</span> draw_rows : 
   <span><span class="optlabel">?replacement</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_dense_ndarray_intf/index.html b/docs/owl/Owl_dense_ndarray_intf/index.html
index a22c28f78..75eb281fb 100644
--- a/docs/owl/Owl_dense_ndarray_intf/index.html
+++ b/docs/owl/Owl_dense_ndarray_intf/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_intf (owl.Owl_dense_ndarray_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Real"><a href="#module-type-Real" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Real/index.html">Real</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Complex"><a href="#module-type-Complex" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Complex/index.html">Complex</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Distribution"><a href="#module-type-Distribution" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Distribution/index.html">Distribution</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-NN"><a href="#module-type-NN" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-NN/index.html">NN</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_intf (owl.Owl_dense_ndarray_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Real"><a href="#module-type-Real" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Real/index.html">Real</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Complex"><a href="#module-type-Complex" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Complex/index.html">Complex</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Distribution"><a href="#module-type-Distribution" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Distribution/index.html">Distribution</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-NN"><a href="#module-type-NN" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-NN/index.html">NN</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_dense_ndarray_intf/module-type-Common/index.html b/docs/owl/Owl_dense_ndarray_intf/module-type-Common/index.html
index 9251c16a9..c3edfba5b 100644
--- a/docs/owl/Owl_dense_ndarray_intf/module-type-Common/index.html
+++ b/docs/owl/Owl_dense_ndarray_intf/module-type-Common/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl.Owl_dense_ndarray_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_ndarray_intf.Common</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#create-n-dimensional-array">Create N-dimensional array</a></li><li><a href="#obtain-basic-properties">Obtain basic properties</a></li><li><a href="#manipulate-a-n-dimensional-array">Manipulate a N-dimensional array</a></li><li><a href="#iterate-array-elements_2">Iterate array elements</a></li><li><a href="#examine-array-elements-or-compare-two-arrays">Examine array elements or compare two arrays</a></li><li><a href="#input/output-functions">Input/Output functions</a></li><li><a href="#unary-mathematical-operations">Unary mathematical operations</a></li><li><a href="#binary-mathematical-operations">Binary mathematical operations</a></li><li><a href="#tensor-calculus">Tensor Calculus</a></li><li><a href="#experimental-functions">Experimental functions</a></li><li><a href="#functions-of-in-place-modification">Functions of in-place modification</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl.Owl_dense_ndarray_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_ndarray_intf.Common</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#create-n-dimensional-array">Create N-dimensional array</a></li><li><a href="#obtain-basic-properties">Obtain basic properties</a></li><li><a href="#manipulate-a-n-dimensional-array">Manipulate a N-dimensional array</a></li><li><a href="#iterate-array-elements_2">Iterate array elements</a></li><li><a href="#examine-array-elements-or-compare-two-arrays">Examine array elements or compare two arrays</a></li><li><a href="#input/output-functions">Input/Output functions</a></li><li><a href="#unary-mathematical-operations">Unary mathematical operations</a></li><li><a href="#binary-mathematical-operations">Binary mathematical operations</a></li><li><a href="#tensor-calculus">Tensor Calculus</a></li><li><a href="#experimental-functions">Experimental functions</a></li><li><a href="#functions-of-in-place-modification">Functions of in-place modification</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-strides"><a href="#val-strides" class="anchor"></a><code><span><span class="keyword">val</span> strides : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-slice_size"><a href="#val-slice_size" class="anchor"></a><code><span><span class="keyword">val</span> slice_size : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_dense_ndarray_intf/module-type-Complex/index.html b/docs/owl/Owl_dense_ndarray_intf/module-type-Complex/index.html
index a7261aa48..c898dc29e 100644
--- a/docs/owl/Owl_dense_ndarray_intf/module-type-Complex/index.html
+++ b/docs/owl/Owl_dense_ndarray_intf/module-type-Complex/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Complex (owl.Owl_dense_ndarray_intf.Complex)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray_intf</a> &#x00BB; Complex</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_ndarray_intf.Complex</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#complex-operations">Complex operations</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_arr"><a href="#type-cast_arr" class="anchor"></a><code><span><span class="keyword">type</span> cast_arr</span></code></div></div><h6 id="complex-operations"><a href="#complex-operations" class="anchor"></a>Complex operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-complex"><a href="#val-complex" class="anchor"></a><code><span><span class="keyword">val</span> complex : <span><a href="#type-cast_arr">cast_arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-cast_arr">cast_arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p><code>complex re im</code> constructs a complex ndarray/matrix from <code>re</code> and <code>im</code>. <code>re</code> and <code>im</code> contain the real and imaginary part of <code>x</code> respectively.</p><p>Note that both <code>re</code> and <code>im</code> can be complex but must have same type. The real part of <code>re</code> will be the real part of <code>x</code> and the imaginary part of <code>im</code> will be the imaginary part of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-polar"><a href="#val-polar" class="anchor"></a><code><span><span class="keyword">val</span> polar : <span><a href="#type-cast_arr">cast_arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-cast_arr">cast_arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p><code>polar rho theta</code> constructs a complex ndarray/matrix from polar coordinates <code>rho</code> and <code>theta</code>. <code>rho</code> contains the magnitudes and <code>theta</code> contains phase angles. Note that the behaviour is undefined if <code>rho</code> has negative elelments or <code>theta</code> has infinity elelments.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-re"><a href="#val-re" class="anchor"></a><code><span><span class="keyword">val</span> re : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-cast_arr">cast_arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-im"><a href="#val-im" class="anchor"></a><code><span><span class="keyword">val</span> im : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-cast_arr">cast_arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Complex (owl.Owl_dense_ndarray_intf.Complex)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray_intf</a> &#x00BB; Complex</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_ndarray_intf.Complex</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#complex-operations">Complex operations</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_arr"><a href="#type-cast_arr" class="anchor"></a><code><span><span class="keyword">type</span> cast_arr</span></code></div></div><h6 id="complex-operations"><a href="#complex-operations" class="anchor"></a>Complex operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-complex"><a href="#val-complex" class="anchor"></a><code><span><span class="keyword">val</span> complex : <span><a href="#type-cast_arr">cast_arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-cast_arr">cast_arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p><code>complex re im</code> constructs a complex ndarray/matrix from <code>re</code> and <code>im</code>. <code>re</code> and <code>im</code> contain the real and imaginary part of <code>x</code> respectively.</p><p>Note that both <code>re</code> and <code>im</code> can be complex but must have same type. The real part of <code>re</code> will be the real part of <code>x</code> and the imaginary part of <code>im</code> will be the imaginary part of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-polar"><a href="#val-polar" class="anchor"></a><code><span><span class="keyword">val</span> polar : <span><a href="#type-cast_arr">cast_arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-cast_arr">cast_arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p><code>polar rho theta</code> constructs a complex ndarray/matrix from polar coordinates <code>rho</code> and <code>theta</code>. <code>rho</code> contains the magnitudes and <code>theta</code> contains phase angles. Note that the behaviour is undefined if <code>rho</code> has negative elelments or <code>theta</code> has infinity elelments.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-re"><a href="#val-re" class="anchor"></a><code><span><span class="keyword">val</span> re : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-cast_arr">cast_arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-im"><a href="#val-im" class="anchor"></a><code><span><span class="keyword">val</span> im : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-cast_arr">cast_arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_dense_ndarray_intf/module-type-Distribution/index.html b/docs/owl/Owl_dense_ndarray_intf/module-type-Distribution/index.html
index db742b078..4970bdd47 100644
--- a/docs/owl/Owl_dense_ndarray_intf/module-type-Distribution/index.html
+++ b/docs/owl/Owl_dense_ndarray_intf/module-type-Distribution/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Distribution (owl.Owl_dense_ndarray_intf.Distribution)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray_intf</a> &#x00BB; Distribution</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_ndarray_intf.Distribution</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#stats-&amp;-distribution-functions">Stats &amp; distribution functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><h6 id="stats-&amp;-distribution-functions"><a href="#stats-&amp;-distribution-functions" class="anchor"></a>Stats &amp; distribution functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_rvs"><a href="#val-uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_rvs : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_pdf"><a href="#val-uniform_pdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_pdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logpdf"><a href="#val-uniform_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logpdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_cdf"><a href="#val-uniform_cdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_cdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logcdf"><a href="#val-uniform_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logcdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_ppf"><a href="#val-uniform_ppf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ppf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_sf"><a href="#val-uniform_sf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_sf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logsf"><a href="#val-uniform_logsf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logsf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_isf"><a href="#val-uniform_isf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_isf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_rvs"><a href="#val-gaussian_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_rvs : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_pdf"><a href="#val-gaussian_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_pdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logpdf"><a href="#val-gaussian_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logpdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_cdf"><a href="#val-gaussian_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_cdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logcdf"><a href="#val-gaussian_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logcdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_ppf"><a href="#val-gaussian_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_ppf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_sf"><a href="#val-gaussian_sf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_sf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logsf"><a href="#val-gaussian_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logsf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_isf"><a href="#val-gaussian_isf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_isf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_rvs"><a href="#val-exponential_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponential_rvs : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_pdf"><a href="#val-exponential_pdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_pdf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logpdf"><a href="#val-exponential_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logpdf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_cdf"><a href="#val-exponential_cdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_cdf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logcdf"><a href="#val-exponential_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logcdf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_ppf"><a href="#val-exponential_ppf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_ppf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_sf"><a href="#val-exponential_sf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_sf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logsf"><a href="#val-exponential_logsf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logsf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_isf"><a href="#val-exponential_isf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_isf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_rvs"><a href="#val-gamma_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gamma_rvs : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_pdf"><a href="#val-gamma_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_pdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logpdf"><a href="#val-gamma_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logpdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_cdf"><a href="#val-gamma_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_cdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logcdf"><a href="#val-gamma_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logcdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_ppf"><a href="#val-gamma_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_ppf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_sf"><a href="#val-gamma_sf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_sf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logsf"><a href="#val-gamma_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logsf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_isf"><a href="#val-gamma_isf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_isf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_rvs"><a href="#val-beta_rvs" class="anchor"></a><code><span><span class="keyword">val</span> beta_rvs : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_pdf"><a href="#val-beta_pdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_pdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logpdf"><a href="#val-beta_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logpdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_cdf"><a href="#val-beta_cdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_cdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logcdf"><a href="#val-beta_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logcdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_ppf"><a href="#val-beta_ppf" class="anchor"></a><code><span><span class="keyword">val</span> beta_ppf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_sf"><a href="#val-beta_sf" class="anchor"></a><code><span><span class="keyword">val</span> beta_sf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logsf"><a href="#val-beta_logsf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logsf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_isf"><a href="#val-beta_isf" class="anchor"></a><code><span><span class="keyword">val</span> beta_isf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_rvs"><a href="#val-chi2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> chi2_rvs : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_pdf"><a href="#val-chi2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_pdf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logpdf"><a href="#val-chi2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logpdf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_cdf"><a href="#val-chi2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_cdf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logcdf"><a href="#val-chi2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logcdf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_ppf"><a href="#val-chi2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_ppf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_sf"><a href="#val-chi2_sf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_sf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logsf"><a href="#val-chi2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logsf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_isf"><a href="#val-chi2_isf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_isf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_rvs"><a href="#val-f_rvs" class="anchor"></a><code><span><span class="keyword">val</span> f_rvs : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_pdf"><a href="#val-f_pdf" class="anchor"></a><code><span><span class="keyword">val</span> f_pdf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logpdf"><a href="#val-f_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logpdf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_cdf"><a href="#val-f_cdf" class="anchor"></a><code><span><span class="keyword">val</span> f_cdf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logcdf"><a href="#val-f_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logcdf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_ppf"><a href="#val-f_ppf" class="anchor"></a><code><span><span class="keyword">val</span> f_ppf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_sf"><a href="#val-f_sf" class="anchor"></a><code><span><span class="keyword">val</span> f_sf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logsf"><a href="#val-f_logsf" class="anchor"></a><code><span><span class="keyword">val</span> f_logsf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_isf"><a href="#val-f_isf" class="anchor"></a><code><span><span class="keyword">val</span> f_isf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_rvs"><a href="#val-cauchy_rvs" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_rvs : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_pdf"><a href="#val-cauchy_pdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_pdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logpdf"><a href="#val-cauchy_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logpdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_cdf"><a href="#val-cauchy_cdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_cdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logcdf"><a href="#val-cauchy_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logcdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_ppf"><a href="#val-cauchy_ppf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_ppf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_sf"><a href="#val-cauchy_sf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_sf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logsf"><a href="#val-cauchy_logsf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logsf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_isf"><a href="#val-cauchy_isf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_isf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_rvs"><a href="#val-lomax_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lomax_rvs : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_pdf"><a href="#val-lomax_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_pdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logpdf"><a href="#val-lomax_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logpdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_cdf"><a href="#val-lomax_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_cdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logcdf"><a href="#val-lomax_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logcdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_ppf"><a href="#val-lomax_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_ppf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_sf"><a href="#val-lomax_sf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_sf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logsf"><a href="#val-lomax_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logsf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_isf"><a href="#val-lomax_isf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_isf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_rvs"><a href="#val-weibull_rvs" class="anchor"></a><code><span><span class="keyword">val</span> weibull_rvs : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_pdf"><a href="#val-weibull_pdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_pdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logpdf"><a href="#val-weibull_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logpdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_cdf"><a href="#val-weibull_cdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_cdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logcdf"><a href="#val-weibull_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logcdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_ppf"><a href="#val-weibull_ppf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_ppf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_sf"><a href="#val-weibull_sf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_sf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logsf"><a href="#val-weibull_logsf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logsf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_isf"><a href="#val-weibull_isf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_isf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_rvs"><a href="#val-laplace_rvs" class="anchor"></a><code><span><span class="keyword">val</span> laplace_rvs : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_pdf"><a href="#val-laplace_pdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_pdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logpdf"><a href="#val-laplace_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logpdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_cdf"><a href="#val-laplace_cdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_cdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logcdf"><a href="#val-laplace_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logcdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_ppf"><a href="#val-laplace_ppf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_ppf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_sf"><a href="#val-laplace_sf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_sf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logsf"><a href="#val-laplace_logsf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logsf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_isf"><a href="#val-laplace_isf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_isf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_rvs"><a href="#val-gumbel1_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_rvs : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_pdf"><a href="#val-gumbel1_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_pdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logpdf"><a href="#val-gumbel1_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logpdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_cdf"><a href="#val-gumbel1_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_cdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logcdf"><a href="#val-gumbel1_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logcdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_ppf"><a href="#val-gumbel1_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_ppf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_sf"><a href="#val-gumbel1_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_sf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logsf"><a href="#val-gumbel1_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logsf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_isf"><a href="#val-gumbel1_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_isf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_rvs"><a href="#val-gumbel2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_rvs : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_pdf"><a href="#val-gumbel2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_pdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logpdf"><a href="#val-gumbel2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logpdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_cdf"><a href="#val-gumbel2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_cdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logcdf"><a href="#val-gumbel2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logcdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_ppf"><a href="#val-gumbel2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_ppf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_sf"><a href="#val-gumbel2_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_sf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logsf"><a href="#val-gumbel2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logsf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_isf"><a href="#val-gumbel2_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_isf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_rvs"><a href="#val-logistic_rvs" class="anchor"></a><code><span><span class="keyword">val</span> logistic_rvs : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_pdf"><a href="#val-logistic_pdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_pdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logpdf"><a href="#val-logistic_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logpdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_cdf"><a href="#val-logistic_cdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_cdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logcdf"><a href="#val-logistic_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logcdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_ppf"><a href="#val-logistic_ppf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_ppf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_sf"><a href="#val-logistic_sf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_sf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logsf"><a href="#val-logistic_logsf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logsf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_isf"><a href="#val-logistic_isf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_isf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_rvs"><a href="#val-lognormal_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_rvs : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_pdf"><a href="#val-lognormal_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_pdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logpdf"><a href="#val-lognormal_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logpdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_cdf"><a href="#val-lognormal_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_cdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logcdf"><a href="#val-lognormal_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logcdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_ppf"><a href="#val-lognormal_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_ppf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_sf"><a href="#val-lognormal_sf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_sf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logsf"><a href="#val-lognormal_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logsf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_isf"><a href="#val-lognormal_isf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_isf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_rvs"><a href="#val-rayleigh_rvs" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_rvs : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_pdf"><a href="#val-rayleigh_pdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_pdf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logpdf"><a href="#val-rayleigh_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logpdf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_cdf"><a href="#val-rayleigh_cdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_cdf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logcdf"><a href="#val-rayleigh_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logcdf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_ppf"><a href="#val-rayleigh_ppf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_ppf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_sf"><a href="#val-rayleigh_sf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_sf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logsf"><a href="#val-rayleigh_logsf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logsf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_isf"><a href="#val-rayleigh_isf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_isf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Distribution (owl.Owl_dense_ndarray_intf.Distribution)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray_intf</a> &#x00BB; Distribution</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_ndarray_intf.Distribution</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#stats-&amp;-distribution-functions">Stats &amp; distribution functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><h6 id="stats-&amp;-distribution-functions"><a href="#stats-&amp;-distribution-functions" class="anchor"></a>Stats &amp; distribution functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_rvs"><a href="#val-uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_rvs : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_pdf"><a href="#val-uniform_pdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_pdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logpdf"><a href="#val-uniform_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logpdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_cdf"><a href="#val-uniform_cdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_cdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logcdf"><a href="#val-uniform_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logcdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_ppf"><a href="#val-uniform_ppf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ppf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_sf"><a href="#val-uniform_sf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_sf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logsf"><a href="#val-uniform_logsf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logsf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_isf"><a href="#val-uniform_isf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_isf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_rvs"><a href="#val-gaussian_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_rvs : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_pdf"><a href="#val-gaussian_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_pdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logpdf"><a href="#val-gaussian_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logpdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_cdf"><a href="#val-gaussian_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_cdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logcdf"><a href="#val-gaussian_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logcdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_ppf"><a href="#val-gaussian_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_ppf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_sf"><a href="#val-gaussian_sf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_sf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logsf"><a href="#val-gaussian_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logsf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_isf"><a href="#val-gaussian_isf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_isf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_rvs"><a href="#val-exponential_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponential_rvs : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_pdf"><a href="#val-exponential_pdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_pdf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logpdf"><a href="#val-exponential_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logpdf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_cdf"><a href="#val-exponential_cdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_cdf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logcdf"><a href="#val-exponential_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logcdf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_ppf"><a href="#val-exponential_ppf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_ppf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_sf"><a href="#val-exponential_sf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_sf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logsf"><a href="#val-exponential_logsf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logsf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_isf"><a href="#val-exponential_isf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_isf : <span><span class="label">lambda</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_rvs"><a href="#val-gamma_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gamma_rvs : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_pdf"><a href="#val-gamma_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_pdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logpdf"><a href="#val-gamma_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logpdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_cdf"><a href="#val-gamma_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_cdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logcdf"><a href="#val-gamma_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logcdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_ppf"><a href="#val-gamma_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_ppf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_sf"><a href="#val-gamma_sf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_sf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logsf"><a href="#val-gamma_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logsf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_isf"><a href="#val-gamma_isf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_isf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_rvs"><a href="#val-beta_rvs" class="anchor"></a><code><span><span class="keyword">val</span> beta_rvs : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_pdf"><a href="#val-beta_pdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_pdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logpdf"><a href="#val-beta_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logpdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_cdf"><a href="#val-beta_cdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_cdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logcdf"><a href="#val-beta_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logcdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_ppf"><a href="#val-beta_ppf" class="anchor"></a><code><span><span class="keyword">val</span> beta_ppf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_sf"><a href="#val-beta_sf" class="anchor"></a><code><span><span class="keyword">val</span> beta_sf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logsf"><a href="#val-beta_logsf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logsf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_isf"><a href="#val-beta_isf" class="anchor"></a><code><span><span class="keyword">val</span> beta_isf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_rvs"><a href="#val-chi2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> chi2_rvs : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_pdf"><a href="#val-chi2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_pdf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logpdf"><a href="#val-chi2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logpdf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_cdf"><a href="#val-chi2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_cdf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logcdf"><a href="#val-chi2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logcdf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_ppf"><a href="#val-chi2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_ppf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_sf"><a href="#val-chi2_sf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_sf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logsf"><a href="#val-chi2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logsf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_isf"><a href="#val-chi2_isf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_isf : <span><span class="label">df</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_rvs"><a href="#val-f_rvs" class="anchor"></a><code><span><span class="keyword">val</span> f_rvs : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_pdf"><a href="#val-f_pdf" class="anchor"></a><code><span><span class="keyword">val</span> f_pdf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logpdf"><a href="#val-f_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logpdf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_cdf"><a href="#val-f_cdf" class="anchor"></a><code><span><span class="keyword">val</span> f_cdf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logcdf"><a href="#val-f_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logcdf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_ppf"><a href="#val-f_ppf" class="anchor"></a><code><span><span class="keyword">val</span> f_ppf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_sf"><a href="#val-f_sf" class="anchor"></a><code><span><span class="keyword">val</span> f_sf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logsf"><a href="#val-f_logsf" class="anchor"></a><code><span><span class="keyword">val</span> f_logsf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_isf"><a href="#val-f_isf" class="anchor"></a><code><span><span class="keyword">val</span> f_isf : <span><span class="label">dfnum</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_rvs"><a href="#val-cauchy_rvs" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_rvs : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_pdf"><a href="#val-cauchy_pdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_pdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logpdf"><a href="#val-cauchy_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logpdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_cdf"><a href="#val-cauchy_cdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_cdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logcdf"><a href="#val-cauchy_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logcdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_ppf"><a href="#val-cauchy_ppf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_ppf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_sf"><a href="#val-cauchy_sf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_sf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logsf"><a href="#val-cauchy_logsf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logsf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_isf"><a href="#val-cauchy_isf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_isf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_rvs"><a href="#val-lomax_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lomax_rvs : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_pdf"><a href="#val-lomax_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_pdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logpdf"><a href="#val-lomax_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logpdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_cdf"><a href="#val-lomax_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_cdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logcdf"><a href="#val-lomax_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logcdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_ppf"><a href="#val-lomax_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_ppf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_sf"><a href="#val-lomax_sf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_sf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logsf"><a href="#val-lomax_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logsf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_isf"><a href="#val-lomax_isf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_isf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_rvs"><a href="#val-weibull_rvs" class="anchor"></a><code><span><span class="keyword">val</span> weibull_rvs : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_pdf"><a href="#val-weibull_pdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_pdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logpdf"><a href="#val-weibull_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logpdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_cdf"><a href="#val-weibull_cdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_cdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logcdf"><a href="#val-weibull_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logcdf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_ppf"><a href="#val-weibull_ppf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_ppf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_sf"><a href="#val-weibull_sf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_sf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logsf"><a href="#val-weibull_logsf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logsf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_isf"><a href="#val-weibull_isf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_isf : <span><span class="label">shape</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_rvs"><a href="#val-laplace_rvs" class="anchor"></a><code><span><span class="keyword">val</span> laplace_rvs : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_pdf"><a href="#val-laplace_pdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_pdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logpdf"><a href="#val-laplace_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logpdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_cdf"><a href="#val-laplace_cdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_cdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logcdf"><a href="#val-laplace_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logcdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_ppf"><a href="#val-laplace_ppf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_ppf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_sf"><a href="#val-laplace_sf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_sf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logsf"><a href="#val-laplace_logsf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logsf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_isf"><a href="#val-laplace_isf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_isf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_rvs"><a href="#val-gumbel1_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_rvs : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_pdf"><a href="#val-gumbel1_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_pdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logpdf"><a href="#val-gumbel1_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logpdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_cdf"><a href="#val-gumbel1_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_cdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logcdf"><a href="#val-gumbel1_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logcdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_ppf"><a href="#val-gumbel1_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_ppf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_sf"><a href="#val-gumbel1_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_sf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logsf"><a href="#val-gumbel1_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logsf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_isf"><a href="#val-gumbel1_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_isf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_rvs"><a href="#val-gumbel2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_rvs : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_pdf"><a href="#val-gumbel2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_pdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logpdf"><a href="#val-gumbel2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logpdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_cdf"><a href="#val-gumbel2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_cdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logcdf"><a href="#val-gumbel2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logcdf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_ppf"><a href="#val-gumbel2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_ppf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_sf"><a href="#val-gumbel2_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_sf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logsf"><a href="#val-gumbel2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logsf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_isf"><a href="#val-gumbel2_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_isf : <span><span class="label">a</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_rvs"><a href="#val-logistic_rvs" class="anchor"></a><code><span><span class="keyword">val</span> logistic_rvs : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_pdf"><a href="#val-logistic_pdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_pdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logpdf"><a href="#val-logistic_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logpdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_cdf"><a href="#val-logistic_cdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_cdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logcdf"><a href="#val-logistic_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logcdf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_ppf"><a href="#val-logistic_ppf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_ppf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_sf"><a href="#val-logistic_sf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_sf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logsf"><a href="#val-logistic_logsf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logsf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_isf"><a href="#val-logistic_isf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_isf : <span><span class="label">loc</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_rvs"><a href="#val-lognormal_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_rvs : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_pdf"><a href="#val-lognormal_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_pdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logpdf"><a href="#val-lognormal_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logpdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_cdf"><a href="#val-lognormal_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_cdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logcdf"><a href="#val-lognormal_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logcdf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_ppf"><a href="#val-lognormal_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_ppf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_sf"><a href="#val-lognormal_sf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_sf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logsf"><a href="#val-lognormal_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logsf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_isf"><a href="#val-lognormal_isf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_isf : <span><span class="label">mu</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_rvs"><a href="#val-rayleigh_rvs" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_rvs : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_pdf"><a href="#val-rayleigh_pdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_pdf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logpdf"><a href="#val-rayleigh_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logpdf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_cdf"><a href="#val-rayleigh_cdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_cdf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logcdf"><a href="#val-rayleigh_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logcdf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_ppf"><a href="#val-rayleigh_ppf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_ppf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_sf"><a href="#val-rayleigh_sf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_sf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logsf"><a href="#val-rayleigh_logsf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logsf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_isf"><a href="#val-rayleigh_isf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_isf : <span><span class="label">sigma</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_dense_ndarray_intf/module-type-NN/index.html b/docs/owl/Owl_dense_ndarray_intf/module-type-NN/index.html
index 15a2ad67b..136af7988 100644
--- a/docs/owl/Owl_dense_ndarray_intf/module-type-NN/index.html
+++ b/docs/owl/Owl_dense_ndarray_intf/module-type-NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_dense_ndarray_intf.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray_intf</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_ndarray_intf.NN</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#neural-network-related-functions">Neural network related functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-NN/index.html">Owl_base_dense_ndarray_intf.NN</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_dense_ndarray_intf.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray_intf</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_ndarray_intf.NN</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#neural-network-related-functions">Neural network related functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-NN/index.html">Owl_base_dense_ndarray_intf.NN</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../owl-base/Owl_types_common/index.html#type-padding">Owl_types_common.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_dense_ndarray_intf/module-type-Real/index.html b/docs/owl/Owl_dense_ndarray_intf/module-type-Real/index.html
index efcc3a59f..11e551b44 100644
--- a/docs/owl/Owl_dense_ndarray_intf/module-type-Real/index.html
+++ b/docs/owl/Owl_dense_ndarray_intf/module-type-Real/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Real (owl.Owl_dense_ndarray_intf.Real)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray_intf</a> &#x00BB; Real</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_ndarray_intf.Real</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#real-operations">Real operations</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Real/index.html">Owl_base_dense_ndarray_intf.Real</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="optlabel">?amin</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?amax</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal"><a href="#val-approx_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal_scalar"><a href="#val-approx_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal"><a href="#val-approx_elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal_scalar"><a href="#val-approx_elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-float_to_elt"><a href="#val-float_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> float_to_elt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_float"><a href="#val-elt_to_float" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_float : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></details></div><h6 id="real-operations"><a href="#real-operations" class="anchor"></a>Real operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-i0"><a href="#val-i0" class="anchor"></a><code><span><span class="keyword">val</span> i0 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0e"><a href="#val-i0e" class="anchor"></a><code><span><span class="keyword">val</span> i0e : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1"><a href="#val-i1" class="anchor"></a><code><span><span class="keyword">val</span> i1 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1e"><a href="#val-i1e" class="anchor"></a><code><span><span class="keyword">val</span> i1e : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv"><a href="#val-iv" class="anchor"></a><code><span><span class="keyword">val</span> iv : <span><span class="label">v</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_iv"><a href="#val-scalar_iv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_iv : <span><span class="label">v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv_scalar"><a href="#val-iv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> iv_scalar : <span><span class="label">v</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j0"><a href="#val-j0" class="anchor"></a><code><span><span class="keyword">val</span> j0 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j1"><a href="#val-j1" class="anchor"></a><code><span><span class="keyword">val</span> j1 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv"><a href="#val-jv" class="anchor"></a><code><span><span class="keyword">val</span> jv : <span><span class="label">v</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_jv"><a href="#val-scalar_jv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_jv : <span><span class="label">v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv_scalar"><a href="#val-jv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> jv_scalar : <span><span class="label">v</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erf"><a href="#val-erf" class="anchor"></a><code><span><span class="keyword">val</span> erf : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfc"><a href="#val-erfc" class="anchor"></a><code><span><span class="keyword">val</span> erfc : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic"><a href="#val-logistic" class="anchor"></a><code><span><span class="keyword">val</span> logistic : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elu"><a href="#val-elu" class="anchor"></a><code><span><span class="keyword">val</span> elu : <span><span class="optlabel">?alpha</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-leaky_relu"><a href="#val-leaky_relu" class="anchor"></a><code><span><span class="keyword">val</span> leaky_relu : <span><span class="optlabel">?alpha</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar"><a href="#val-fmod_scalar" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod"><a href="#val-scalar_fmod" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy'"><a href="#val-cross_entropy'" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fused_adagrad_"><a href="#val-fused_adagrad_" class="anchor"></a><code><span><span class="keyword">val</span> fused_adagrad_ : <span><span class="optlabel">?out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson"><a href="#val-poisson" class="anchor"></a><code><span><span class="keyword">val</span> poisson : <span><span class="label">mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson_"><a href="#val-poisson_" class="anchor"></a><code><span><span class="keyword">val</span> poisson_ : <span><span class="label">mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Real (owl.Owl_dense_ndarray_intf.Real)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_dense_ndarray_intf</a> &#x00BB; Real</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_dense_ndarray_intf.Real</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#real-operations">Real operations</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_dense_ndarray_intf/module-type-Real/index.html">Owl_base_dense_ndarray_intf.Real</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_slices"><a href="#val-sum_slices" class="anchor"></a><code><span><span class="keyword">val</span> sum_slices : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="optlabel">?amin</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?amax</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal"><a href="#val-approx_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_equal_scalar"><a href="#val-approx_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal"><a href="#val-approx_elt_equal" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-approx_elt_equal_scalar"><a href="#val-approx_elt_equal_scalar" class="anchor"></a><code><span><span class="keyword">val</span> approx_elt_equal_scalar : <span><span class="optlabel">?eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-float_to_elt"><a href="#val-float_to_elt" class="anchor"></a><code><span><span class="keyword">val</span> float_to_elt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elt_to_float"><a href="#val-elt_to_float" class="anchor"></a><code><span><span class="keyword">val</span> elt_to_float : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></details></div><h6 id="real-operations"><a href="#real-operations" class="anchor"></a>Real operations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-i0"><a href="#val-i0" class="anchor"></a><code><span><span class="keyword">val</span> i0 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0e"><a href="#val-i0e" class="anchor"></a><code><span><span class="keyword">val</span> i0e : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1"><a href="#val-i1" class="anchor"></a><code><span><span class="keyword">val</span> i1 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1e"><a href="#val-i1e" class="anchor"></a><code><span><span class="keyword">val</span> i1e : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv"><a href="#val-iv" class="anchor"></a><code><span><span class="keyword">val</span> iv : <span><span class="label">v</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_iv"><a href="#val-scalar_iv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_iv : <span><span class="label">v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv_scalar"><a href="#val-iv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> iv_scalar : <span><span class="label">v</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j0"><a href="#val-j0" class="anchor"></a><code><span><span class="keyword">val</span> j0 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j1"><a href="#val-j1" class="anchor"></a><code><span><span class="keyword">val</span> j1 : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv"><a href="#val-jv" class="anchor"></a><code><span><span class="keyword">val</span> jv : <span><span class="label">v</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_jv"><a href="#val-scalar_jv" class="anchor"></a><code><span><span class="keyword">val</span> scalar_jv : <span><span class="label">v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv_scalar"><a href="#val-jv_scalar" class="anchor"></a><code><span><span class="keyword">val</span> jv_scalar : <span><span class="label">v</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erf"><a href="#val-erf" class="anchor"></a><code><span><span class="keyword">val</span> erf : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfc"><a href="#val-erfc" class="anchor"></a><code><span><span class="keyword">val</span> erfc : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic"><a href="#val-logistic" class="anchor"></a><code><span><span class="keyword">val</span> logistic : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elu"><a href="#val-elu" class="anchor"></a><code><span><span class="keyword">val</span> elu : <span><span class="optlabel">?alpha</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-leaky_relu"><a href="#val-leaky_relu" class="anchor"></a><code><span><span class="keyword">val</span> leaky_relu : <span><span class="optlabel">?alpha</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_atan2"><a href="#val-scalar_atan2" class="anchor"></a><code><span><span class="keyword">val</span> scalar_atan2 : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2_scalar"><a href="#val-atan2_scalar" class="anchor"></a><code><span><span class="keyword">val</span> atan2_scalar : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod_scalar"><a href="#val-fmod_scalar" class="anchor"></a><code><span><span class="keyword">val</span> fmod_scalar : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scalar_fmod"><a href="#val-scalar_fmod" class="anchor"></a><code><span><span class="keyword">val</span> scalar_fmod : <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy'"><a href="#val-cross_entropy'" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy' : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fused_adagrad_"><a href="#val-fused_adagrad_" class="anchor"></a><code><span><span class="keyword">val</span> fused_adagrad_ : <span><span class="optlabel">?out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">eps</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson"><a href="#val-poisson" class="anchor"></a><code><span><span class="keyword">val</span> poisson : <span><span class="label">mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poisson_"><a href="#val-poisson_" class="anchor"></a><code><span><span class="keyword">val</span> poisson_ : <span><span class="label">mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_dense_ndarray_s/index.html b/docs/owl/Owl_dense_ndarray_s/index.html
index 7e0eaed42..afc9479ec 100644
--- a/docs/owl/Owl_dense_ndarray_s/index.html
+++ b/docs/owl/Owl_dense_ndarray_s/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_s (owl.Owl_dense_ndarray_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_s (owl.Owl_dense_ndarray_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_dense_ndarray_intf/module-type-Common/index.html">Owl_dense_ndarray_intf.Common</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_dense_ndarray_intf/module-type-Common/index.html#type-arr">arr</a> := <a href="#type-arr">arr</a></span></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html">Owl_base_dense_ndarray_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../owl-base/Owl_base_dense_ndarray_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
diff --git a/docs/owl/Owl_dense_ndarray_z/index.html b/docs/owl/Owl_dense_ndarray_z/index.html
index 00c8608bb..ad780f69d 100644
--- a/docs/owl/Owl_dense_ndarray_z/index.html
+++ b/docs/owl/Owl_dense_ndarray_z/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_z (owl.Owl_dense_ndarray_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_z</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_dense_ndarray_z (owl.Owl_dense_ndarray_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_dense_ndarray_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_dense_ndarray_z</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
     <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-cast_arr"><a href="#type-cast_arr" class="anchor"></a><code><span><span class="keyword">type</span> cast_arr</span><span> =
   <span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span>
diff --git a/docs/owl/Owl_distribution/Make/Beta/index.html b/docs/owl/Owl_distribution/Make/Beta/index.html
index 022999f3d..75a663731 100644
--- a/docs/owl/Owl_distribution/Make/Beta/index.html
+++ b/docs/owl/Owl_distribution/Make/Beta/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Beta (owl.Owl_distribution.Make.Beta)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Beta</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Beta</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.a" class="def record field anchored"><a href="#type-t.a" class="anchor"></a><code><span>a : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.b" class="def record field anchored"><a href="#type-t.b" class="anchor"></a><code><span>b : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">a</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Beta (owl.Owl_distribution.Make.Beta)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Beta</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Beta</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.a" class="def record field anchored"><a href="#type-t.a" class="anchor"></a><code><span>a : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.b" class="def record field anchored"><a href="#type-t.b" class="anchor"></a><code><span>b : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">a</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Cauchy/index.html b/docs/owl/Owl_distribution/Make/Cauchy/index.html
index f6896f3d6..872faf831 100644
--- a/docs/owl/Owl_distribution/Make/Cauchy/index.html
+++ b/docs/owl/Owl_distribution/Make/Cauchy/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Cauchy (owl.Owl_distribution.Make.Cauchy)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Cauchy</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Cauchy</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.loc" class="def record field anchored"><a href="#type-t.loc" class="anchor"></a><code><span>loc : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">loc</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Cauchy (owl.Owl_distribution.Make.Cauchy)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Cauchy</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Cauchy</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.loc" class="def record field anchored"><a href="#type-t.loc" class="anchor"></a><code><span>loc : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">loc</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Chi2/index.html b/docs/owl/Owl_distribution/Make/Chi2/index.html
index 9a3d7b34c..8cb2f6f0e 100644
--- a/docs/owl/Owl_distribution/Make/Chi2/index.html
+++ b/docs/owl/Owl_distribution/Make/Chi2/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Chi2 (owl.Owl_distribution.Make.Chi2)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Chi2</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Chi2</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.df" class="def record field anchored"><a href="#type-t.df" class="anchor"></a><code><span>df : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">df</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">_sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Chi2 (owl.Owl_distribution.Make.Chi2)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Chi2</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Chi2</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.df" class="def record field anchored"><a href="#type-t.df" class="anchor"></a><code><span>df : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">df</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">_sigma</span>:<span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Exponential/index.html b/docs/owl/Owl_distribution/Make/Exponential/index.html
index 086a107f1..fb820ca93 100644
--- a/docs/owl/Owl_distribution/Make/Exponential/index.html
+++ b/docs/owl/Owl_distribution/Make/Exponential/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Exponential (owl.Owl_distribution.Make.Exponential)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Exponential</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Exponential</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.lambda" class="def record field anchored"><a href="#type-t.lambda" class="anchor"></a><code><span>lambda : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">lambda</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Exponential (owl.Owl_distribution.Make.Exponential)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Exponential</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Exponential</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.lambda" class="def record field anchored"><a href="#type-t.lambda" class="anchor"></a><code><span>lambda : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">lambda</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/F/index.html b/docs/owl/Owl_distribution/Make/F/index.html
index bc52138bf..d49521ec3 100644
--- a/docs/owl/Owl_distribution/Make/F/index.html
+++ b/docs/owl/Owl_distribution/Make/F/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>F (owl.Owl_distribution.Make.F)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; F</nav><header class="odoc-preamble"><h1>Module <code><span>Make.F</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.dfnum" class="def record field anchored"><a href="#type-t.dfnum" class="anchor"></a><code><span>dfnum : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.dfden" class="def record field anchored"><a href="#type-t.dfden" class="anchor"></a><code><span>dfden : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">dfnum</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>F (owl.Owl_distribution.Make.F)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; F</nav><header class="odoc-preamble"><h1>Module <code><span>Make.F</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.dfnum" class="def record field anchored"><a href="#type-t.dfnum" class="anchor"></a><code><span>dfnum : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.dfden" class="def record field anchored"><a href="#type-t.dfden" class="anchor"></a><code><span>dfden : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">dfnum</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Gamma/index.html b/docs/owl/Owl_distribution/Make/Gamma/index.html
index 0c3f16dd8..938ac0692 100644
--- a/docs/owl/Owl_distribution/Make/Gamma/index.html
+++ b/docs/owl/Owl_distribution/Make/Gamma/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gamma (owl.Owl_distribution.Make.Gamma)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Gamma</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Gamma</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.shape" class="def record field anchored"><a href="#type-t.shape" class="anchor"></a><code><span>shape : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">shape</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gamma (owl.Owl_distribution.Make.Gamma)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Gamma</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Gamma</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.shape" class="def record field anchored"><a href="#type-t.shape" class="anchor"></a><code><span>shape : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">shape</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Gaussian/index.html b/docs/owl/Owl_distribution/Make/Gaussian/index.html
index abcaacdc3..a3fed762a 100644
--- a/docs/owl/Owl_distribution/Make/Gaussian/index.html
+++ b/docs/owl/Owl_distribution/Make/Gaussian/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gaussian (owl.Owl_distribution.Make.Gaussian)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Gaussian</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Gaussian</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.mu" class="def record field anchored"><a href="#type-t.mu" class="anchor"></a><code><span>mu : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.sigma" class="def record field anchored"><a href="#type-t.sigma" class="anchor"></a><code><span>sigma : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">mu</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gaussian (owl.Owl_distribution.Make.Gaussian)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Gaussian</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Gaussian</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.mu" class="def record field anchored"><a href="#type-t.mu" class="anchor"></a><code><span>mu : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.sigma" class="def record field anchored"><a href="#type-t.sigma" class="anchor"></a><code><span>sigma : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">mu</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Gumbel1/index.html b/docs/owl/Owl_distribution/Make/Gumbel1/index.html
index daf869259..359c48158 100644
--- a/docs/owl/Owl_distribution/Make/Gumbel1/index.html
+++ b/docs/owl/Owl_distribution/Make/Gumbel1/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gumbel1 (owl.Owl_distribution.Make.Gumbel1)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Gumbel1</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Gumbel1</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.a" class="def record field anchored"><a href="#type-t.a" class="anchor"></a><code><span>a : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.b" class="def record field anchored"><a href="#type-t.b" class="anchor"></a><code><span>b : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">a</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gumbel1 (owl.Owl_distribution.Make.Gumbel1)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Gumbel1</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Gumbel1</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.a" class="def record field anchored"><a href="#type-t.a" class="anchor"></a><code><span>a : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.b" class="def record field anchored"><a href="#type-t.b" class="anchor"></a><code><span>b : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">a</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Gumbel2/index.html b/docs/owl/Owl_distribution/Make/Gumbel2/index.html
index 5237cafd6..d309574b6 100644
--- a/docs/owl/Owl_distribution/Make/Gumbel2/index.html
+++ b/docs/owl/Owl_distribution/Make/Gumbel2/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gumbel2 (owl.Owl_distribution.Make.Gumbel2)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Gumbel2</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Gumbel2</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.a" class="def record field anchored"><a href="#type-t.a" class="anchor"></a><code><span>a : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.b" class="def record field anchored"><a href="#type-t.b" class="anchor"></a><code><span>b : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">a</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gumbel2 (owl.Owl_distribution.Make.Gumbel2)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Gumbel2</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Gumbel2</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.a" class="def record field anchored"><a href="#type-t.a" class="anchor"></a><code><span>a : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.b" class="def record field anchored"><a href="#type-t.b" class="anchor"></a><code><span>b : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">a</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Laplace/index.html b/docs/owl/Owl_distribution/Make/Laplace/index.html
index bc6271f55..ac8b91dc9 100644
--- a/docs/owl/Owl_distribution/Make/Laplace/index.html
+++ b/docs/owl/Owl_distribution/Make/Laplace/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Laplace (owl.Owl_distribution.Make.Laplace)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Laplace</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Laplace</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.loc" class="def record field anchored"><a href="#type-t.loc" class="anchor"></a><code><span>loc : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">loc</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Laplace (owl.Owl_distribution.Make.Laplace)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Laplace</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Laplace</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.loc" class="def record field anchored"><a href="#type-t.loc" class="anchor"></a><code><span>loc : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">loc</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Logistic/index.html b/docs/owl/Owl_distribution/Make/Logistic/index.html
index 011d28f4c..7e0f2ec04 100644
--- a/docs/owl/Owl_distribution/Make/Logistic/index.html
+++ b/docs/owl/Owl_distribution/Make/Logistic/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Logistic (owl.Owl_distribution.Make.Logistic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Logistic</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Logistic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.loc" class="def record field anchored"><a href="#type-t.loc" class="anchor"></a><code><span>loc : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">loc</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Logistic (owl.Owl_distribution.Make.Logistic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Logistic</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Logistic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.loc" class="def record field anchored"><a href="#type-t.loc" class="anchor"></a><code><span>loc : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">loc</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Lognormal/index.html b/docs/owl/Owl_distribution/Make/Lognormal/index.html
index 12fa6d4cd..d44e85fe8 100644
--- a/docs/owl/Owl_distribution/Make/Lognormal/index.html
+++ b/docs/owl/Owl_distribution/Make/Lognormal/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lognormal (owl.Owl_distribution.Make.Lognormal)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Lognormal</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Lognormal</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.mu" class="def record field anchored"><a href="#type-t.mu" class="anchor"></a><code><span>mu : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.sigma" class="def record field anchored"><a href="#type-t.sigma" class="anchor"></a><code><span>sigma : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">mu</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lognormal (owl.Owl_distribution.Make.Lognormal)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Lognormal</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Lognormal</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.mu" class="def record field anchored"><a href="#type-t.mu" class="anchor"></a><code><span>mu : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.sigma" class="def record field anchored"><a href="#type-t.sigma" class="anchor"></a><code><span>sigma : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">mu</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Lomax/index.html b/docs/owl/Owl_distribution/Make/Lomax/index.html
index 5145e7f5d..7e761fcde 100644
--- a/docs/owl/Owl_distribution/Make/Lomax/index.html
+++ b/docs/owl/Owl_distribution/Make/Lomax/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lomax (owl.Owl_distribution.Make.Lomax)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Lomax</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Lomax</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.shape" class="def record field anchored"><a href="#type-t.shape" class="anchor"></a><code><span>shape : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">shape</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lomax (owl.Owl_distribution.Make.Lomax)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Lomax</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Lomax</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.shape" class="def record field anchored"><a href="#type-t.shape" class="anchor"></a><code><span>shape : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">shape</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Poisson/index.html b/docs/owl/Owl_distribution/Make/Poisson/index.html
index cdf2b5526..7cf6a8d9b 100644
--- a/docs/owl/Owl_distribution/Make/Poisson/index.html
+++ b/docs/owl/Owl_distribution/Make/Poisson/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Poisson (owl.Owl_distribution.Make.Poisson)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Poisson</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Poisson</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.mu" class="def record field anchored"><a href="#type-t.mu" class="anchor"></a><code><span>mu : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">mu</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Poisson (owl.Owl_distribution.Make.Poisson)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Poisson</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Poisson</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.mu" class="def record field anchored"><a href="#type-t.mu" class="anchor"></a><code><span>mu : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">mu</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Rayleigh/index.html b/docs/owl/Owl_distribution/Make/Rayleigh/index.html
index fbd0b2afc..d690826d7 100644
--- a/docs/owl/Owl_distribution/Make/Rayleigh/index.html
+++ b/docs/owl/Owl_distribution/Make/Rayleigh/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Rayleigh (owl.Owl_distribution.Make.Rayleigh)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Rayleigh</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Rayleigh</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.sigma" class="def record field anchored"><a href="#type-t.sigma" class="anchor"></a><code><span>sigma : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">sigma</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Rayleigh (owl.Owl_distribution.Make.Rayleigh)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Rayleigh</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Rayleigh</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.sigma" class="def record field anchored"><a href="#type-t.sigma" class="anchor"></a><code><span>sigma : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">sigma</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Uniform/index.html b/docs/owl/Owl_distribution/Make/Uniform/index.html
index 687558f5e..86d91460c 100644
--- a/docs/owl/Owl_distribution/Make/Uniform/index.html
+++ b/docs/owl/Owl_distribution/Make/Uniform/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Uniform (owl.Owl_distribution.Make.Uniform)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Uniform</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Uniform</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.a" class="def record field anchored"><a href="#type-t.a" class="anchor"></a><code><span>a : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.b" class="def record field anchored"><a href="#type-t.b" class="anchor"></a><code><span>b : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">a</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Uniform (owl.Owl_distribution.Make.Uniform)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Uniform</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Uniform</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.a" class="def record field anchored"><a href="#type-t.a" class="anchor"></a><code><span>a : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.b" class="def record field anchored"><a href="#type-t.b" class="anchor"></a><code><span>b : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">a</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/Weibull/index.html b/docs/owl/Owl_distribution/Make/Weibull/index.html
index 216ff838c..1567cf47d 100644
--- a/docs/owl/Owl_distribution/Make/Weibull/index.html
+++ b/docs/owl/Owl_distribution/Make/Weibull/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Weibull (owl.Owl_distribution.Make.Weibull)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Weibull</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Weibull</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.shape" class="def record field anchored"><a href="#type-t.shape" class="anchor"></a><code><span>shape : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">shape</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Weibull (owl.Owl_distribution.Make.Weibull)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Weibull</nav><header class="odoc-preamble"><h1>Module <code><span>Make.Weibull</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span><span>{</span></code><ol><li id="type-t.shape" class="def record field anchored"><a href="#type-t.shape" class="anchor"></a><code><span>shape : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li><li id="type-t.scale" class="def record field anchored"><a href="#type-t.scale" class="anchor"></a><code><span>scale : <a href="../argument-1-A/index.html#type-arr">A.arr</a>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of a specific distribution</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make"><a href="#val-make" class="anchor"></a><code><span><span class="keyword">val</span> make : <span><span class="label">shape</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:<a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>Make a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pdf"><a href="#val-pdf" class="anchor"></a><code><span><span class="keyword">val</span> pdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logpdf"><a href="#val-logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logpdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the probability density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ppf"><a href="#val-ppf" class="anchor"></a><code><span><span class="keyword">val</span> ppf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Percentile function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sf"><a href="#val-sf" class="anchor"></a><code><span><span class="keyword">val</span> sf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsf"><a href="#val-logsf" class="anchor"></a><code><span><span class="keyword">val</span> logsf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the survival function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-isf"><a href="#val-isf" class="anchor"></a><code><span><span class="keyword">val</span> isf : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Inverse survival function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/argument-1-A/Linalg/index.html b/docs/owl/Owl_distribution/Make/argument-1-A/Linalg/index.html
index 873b65829..c2d02b971 100644
--- a/docs/owl/Owl_distribution/Make/argument-1-A/Linalg/index.html
+++ b/docs/owl/Owl_distribution/Make/argument-1-A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_distribution.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_distribution</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_distribution.Make.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_distribution</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_distribution/Make/argument-1-A/Mat/index.html b/docs/owl/Owl_distribution/Make/argument-1-A/Mat/index.html
index 86413ac7f..e858fe59a 100644
--- a/docs/owl/Owl_distribution/Make/argument-1-A/Mat/index.html
+++ b/docs/owl/Owl_distribution/Make/argument-1-A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_distribution.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_distribution</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_distribution.Make.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_distribution</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/argument-1-A/Scalar/index.html b/docs/owl/Owl_distribution/Make/argument-1-A/Scalar/index.html
index 57b996ec0..e7665be6e 100644
--- a/docs/owl/Owl_distribution/Make/argument-1-A/Scalar/index.html
+++ b/docs/owl/Owl_distribution/Make/argument-1-A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_distribution.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_distribution</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_distribution.Make.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_distribution</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/Make/argument-1-A/index.html b/docs/owl/Owl_distribution/Make/argument-1-A/index.html
index 16151e56c..e676f8ccc 100644
--- a/docs/owl/Owl_distribution/Make/argument-1-A/index.html
+++ b/docs/owl/Owl_distribution/Make/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_distribution.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_stats_dist/module-type-Sig/index.html">Owl_types_stats_dist.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_distribution.Make.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_distribution</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_stats_dist/module-type-Sig/index.html">Owl_types_stats_dist.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_mutable/module-type-Sig/index.html">Owl_types_ndarray_mutable.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_distribution/Make/index.html b/docs/owl/Owl_distribution/Make/index.html
index f3aadbe06..216cf157c 100644
--- a/docs/owl/Owl_distribution/Make/index.html
+++ b/docs/owl/Owl_distribution/Make/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl.Owl_distribution.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_distribution</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_distribution.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#uniform-distribution">Uniform distribution</a></li><li><a href="#gaussian-distribution">Gaussian distribution</a></li><li><a href="#exponential-distribution">Exponential distribution</a></li><li><a href="#poisson-distribution">Poisson distribution</a></li><li><a href="#gamma-distribution">Gamma distribution</a></li><li><a href="#beta-distribution">Beta distribution</a></li><li><a href="#chi2-distribution">Chi2 distribution</a></li><li><a href="#f-distribution">F distribution</a></li><li><a href="#cauchy-distribution">Cauchy distribution</a></li><li><a href="#lomax-distribution">Lomax distribution</a></li><li><a href="#weibull-distribution">Weibull distribution</a></li><li><a href="#laplace-distribution">Laplace distribution</a></li><li><a href="#gumbel1-distribution">Gumbel1 distribution</a></li><li><a href="#gumbel2-distribution">Gumbel2 distribution</a></li><li><a href="#logistic-distribution">Logistic distribution</a></li><li><a href="#lognormal-distribution">Lognormal distribution</a></li><li><a href="#rayleigh-distribution">Rayleigh distribution</a></li><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../../owl-base/Owl_types/module-type-Stats_Dist/index.html">Owl_types.Stats_Dist</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="uniform-distribution"><a href="#uniform-distribution" class="anchor"></a>Uniform distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Uniform"><a href="#module-Uniform" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Uniform/index.html">Uniform</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussian-distribution"><a href="#gaussian-distribution" class="anchor"></a>Gaussian distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Gaussian"><a href="#module-Gaussian" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gaussian/index.html">Gaussian</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="exponential-distribution"><a href="#exponential-distribution" class="anchor"></a>Exponential distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Exponential"><a href="#module-Exponential" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Exponential/index.html">Exponential</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="poisson-distribution"><a href="#poisson-distribution" class="anchor"></a>Poisson distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Poisson"><a href="#module-Poisson" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Poisson/index.html">Poisson</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gamma-distribution"><a href="#gamma-distribution" class="anchor"></a>Gamma distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Gamma"><a href="#module-Gamma" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gamma/index.html">Gamma</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="beta-distribution"><a href="#beta-distribution" class="anchor"></a>Beta distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Beta"><a href="#module-Beta" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Beta/index.html">Beta</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="chi2-distribution"><a href="#chi2-distribution" class="anchor"></a>Chi2 distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Chi2"><a href="#module-Chi2" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Chi2/index.html">Chi2</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="f-distribution"><a href="#f-distribution" class="anchor"></a>F distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-F"><a href="#module-F" class="anchor"></a><code><span><span class="keyword">module</span> <a href="F/index.html">F</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="cauchy-distribution"><a href="#cauchy-distribution" class="anchor"></a>Cauchy distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Cauchy"><a href="#module-Cauchy" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Cauchy/index.html">Cauchy</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lomax-distribution"><a href="#lomax-distribution" class="anchor"></a>Lomax distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lomax"><a href="#module-Lomax" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lomax/index.html">Lomax</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="weibull-distribution"><a href="#weibull-distribution" class="anchor"></a>Weibull distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Weibull"><a href="#module-Weibull" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Weibull/index.html">Weibull</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="laplace-distribution"><a href="#laplace-distribution" class="anchor"></a>Laplace distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Laplace"><a href="#module-Laplace" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Laplace/index.html">Laplace</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gumbel1-distribution"><a href="#gumbel1-distribution" class="anchor"></a>Gumbel1 distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Gumbel1"><a href="#module-Gumbel1" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gumbel1/index.html">Gumbel1</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gumbel2-distribution"><a href="#gumbel2-distribution" class="anchor"></a>Gumbel2 distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Gumbel2"><a href="#module-Gumbel2" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gumbel2/index.html">Gumbel2</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="logistic-distribution"><a href="#logistic-distribution" class="anchor"></a>Logistic distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Logistic"><a href="#module-Logistic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Logistic/index.html">Logistic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lognormal-distribution"><a href="#lognormal-distribution" class="anchor"></a>Lognormal distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lognormal"><a href="#module-Lognormal" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lognormal/index.html">Lognormal</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="rayleigh-distribution"><a href="#rayleigh-distribution" class="anchor"></a>Rayleigh distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Rayleigh"><a href="#module-Rayleigh" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Rayleigh/index.html">Rayleigh</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-dist"><a href="#type-dist" class="anchor"></a><code><span><span class="keyword">type</span> dist</span><span> = </span></code><ol><li id="type-dist.Uniform" class="def variant constructor anchored"><a href="#type-dist.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <a href="Uniform/index.html#type-t">Uniform.t</a></span></code></li><li id="type-dist.Gaussian" class="def variant constructor anchored"><a href="#type-dist.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <a href="Gaussian/index.html#type-t">Gaussian.t</a></span></code></li><li id="type-dist.Exponential" class="def variant constructor anchored"><a href="#type-dist.Exponential" class="anchor"></a><code><span>| </span><span><span class="constructor">Exponential</span> <span class="keyword">of</span> <a href="Exponential/index.html#type-t">Exponential.t</a></span></code></li><li id="type-dist.Gamma" class="def variant constructor anchored"><a href="#type-dist.Gamma" class="anchor"></a><code><span>| </span><span><span class="constructor">Gamma</span> <span class="keyword">of</span> <a href="Gamma/index.html#type-t">Gamma.t</a></span></code></li><li id="type-dist.Beta" class="def variant constructor anchored"><a href="#type-dist.Beta" class="anchor"></a><code><span>| </span><span><span class="constructor">Beta</span> <span class="keyword">of</span> <a href="Beta/index.html#type-t">Beta.t</a></span></code></li><li id="type-dist.Chi2" class="def variant constructor anchored"><a href="#type-dist.Chi2" class="anchor"></a><code><span>| </span><span><span class="constructor">Chi2</span> <span class="keyword">of</span> <a href="Chi2/index.html#type-t">Chi2.t</a></span></code></li><li id="type-dist.F" class="def variant constructor anchored"><a href="#type-dist.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="F/index.html#type-t">F.t</a></span></code></li><li id="type-dist.Cauchy" class="def variant constructor anchored"><a href="#type-dist.Cauchy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cauchy</span> <span class="keyword">of</span> <a href="Cauchy/index.html#type-t">Cauchy.t</a></span></code></li><li id="type-dist.Lomax" class="def variant constructor anchored"><a href="#type-dist.Lomax" class="anchor"></a><code><span>| </span><span><span class="constructor">Lomax</span> <span class="keyword">of</span> <a href="Lomax/index.html#type-t">Lomax.t</a></span></code></li><li id="type-dist.Weibull" class="def variant constructor anchored"><a href="#type-dist.Weibull" class="anchor"></a><code><span>| </span><span><span class="constructor">Weibull</span> <span class="keyword">of</span> <a href="Weibull/index.html#type-t">Weibull.t</a></span></code></li><li id="type-dist.Laplace" class="def variant constructor anchored"><a href="#type-dist.Laplace" class="anchor"></a><code><span>| </span><span><span class="constructor">Laplace</span> <span class="keyword">of</span> <a href="Laplace/index.html#type-t">Laplace.t</a></span></code></li><li id="type-dist.Gumbel1" class="def variant constructor anchored"><a href="#type-dist.Gumbel1" class="anchor"></a><code><span>| </span><span><span class="constructor">Gumbel1</span> <span class="keyword">of</span> <a href="Gumbel1/index.html#type-t">Gumbel1.t</a></span></code></li><li id="type-dist.Gumbel2" class="def variant constructor anchored"><a href="#type-dist.Gumbel2" class="anchor"></a><code><span>| </span><span><span class="constructor">Gumbel2</span> <span class="keyword">of</span> <a href="Gumbel2/index.html#type-t">Gumbel2.t</a></span></code></li><li id="type-dist.Logistic" class="def variant constructor anchored"><a href="#type-dist.Logistic" class="anchor"></a><code><span>| </span><span><span class="constructor">Logistic</span> <span class="keyword">of</span> <a href="Logistic/index.html#type-t">Logistic.t</a></span></code></li><li id="type-dist.Lognormal" class="def variant constructor anchored"><a href="#type-dist.Lognormal" class="anchor"></a><code><span>| </span><span><span class="constructor">Lognormal</span> <span class="keyword">of</span> <a href="Lognormal/index.html#type-t">Lognormal.t</a></span></code></li><li id="type-dist.Rayleigh" class="def variant constructor anchored"><a href="#type-dist.Rayleigh" class="anchor"></a><code><span>| </span><span><span class="constructor">Rayleigh</span> <span class="keyword">of</span> <a href="Rayleigh/index.html#type-t">Rayleigh.t</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type definition of various distributions</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-dist">dist</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a given distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-prob"><a href="#val-prob" class="anchor"></a><code><span><span class="keyword">val</span> prob : <span><a href="#type-dist">dist</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of a given distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_prob"><a href="#val-log_prob" class="anchor"></a><code><span><span class="keyword">val</span> log_prob : <span><a href="#type-dist">dist</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>logarithmic probability density/mass function of a given distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-dist">dist</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-dist">dist</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl.Owl_distribution.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_distribution</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_distribution.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a><ul><li><a href="#uniform-distribution">Uniform distribution</a></li><li><a href="#gaussian-distribution">Gaussian distribution</a></li><li><a href="#exponential-distribution">Exponential distribution</a></li><li><a href="#poisson-distribution">Poisson distribution</a></li><li><a href="#gamma-distribution">Gamma distribution</a></li><li><a href="#beta-distribution">Beta distribution</a></li><li><a href="#chi2-distribution">Chi2 distribution</a></li><li><a href="#f-distribution">F distribution</a></li><li><a href="#cauchy-distribution">Cauchy distribution</a></li><li><a href="#lomax-distribution">Lomax distribution</a></li><li><a href="#weibull-distribution">Weibull distribution</a></li><li><a href="#laplace-distribution">Laplace distribution</a></li><li><a href="#gumbel1-distribution">Gumbel1 distribution</a></li><li><a href="#gumbel2-distribution">Gumbel2 distribution</a></li><li><a href="#logistic-distribution">Logistic distribution</a></li><li><a href="#lognormal-distribution">Lognormal distribution</a></li><li><a href="#rayleigh-distribution">Rayleigh distribution</a></li><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li></ul></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../../owl-base/Owl_types/module-type-Stats_Dist/index.html">Owl_types.Stats_Dist</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><h6 id="uniform-distribution"><a href="#uniform-distribution" class="anchor"></a>Uniform distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Uniform"><a href="#module-Uniform" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Uniform/index.html">Uniform</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gaussian-distribution"><a href="#gaussian-distribution" class="anchor"></a>Gaussian distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Gaussian"><a href="#module-Gaussian" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gaussian/index.html">Gaussian</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="exponential-distribution"><a href="#exponential-distribution" class="anchor"></a>Exponential distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Exponential"><a href="#module-Exponential" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Exponential/index.html">Exponential</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="poisson-distribution"><a href="#poisson-distribution" class="anchor"></a>Poisson distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Poisson"><a href="#module-Poisson" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Poisson/index.html">Poisson</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gamma-distribution"><a href="#gamma-distribution" class="anchor"></a>Gamma distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Gamma"><a href="#module-Gamma" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gamma/index.html">Gamma</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="beta-distribution"><a href="#beta-distribution" class="anchor"></a>Beta distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Beta"><a href="#module-Beta" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Beta/index.html">Beta</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="chi2-distribution"><a href="#chi2-distribution" class="anchor"></a>Chi2 distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Chi2"><a href="#module-Chi2" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Chi2/index.html">Chi2</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="f-distribution"><a href="#f-distribution" class="anchor"></a>F distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-F"><a href="#module-F" class="anchor"></a><code><span><span class="keyword">module</span> <a href="F/index.html">F</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="cauchy-distribution"><a href="#cauchy-distribution" class="anchor"></a>Cauchy distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Cauchy"><a href="#module-Cauchy" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Cauchy/index.html">Cauchy</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lomax-distribution"><a href="#lomax-distribution" class="anchor"></a>Lomax distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lomax"><a href="#module-Lomax" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lomax/index.html">Lomax</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="weibull-distribution"><a href="#weibull-distribution" class="anchor"></a>Weibull distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Weibull"><a href="#module-Weibull" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Weibull/index.html">Weibull</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="laplace-distribution"><a href="#laplace-distribution" class="anchor"></a>Laplace distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Laplace"><a href="#module-Laplace" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Laplace/index.html">Laplace</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gumbel1-distribution"><a href="#gumbel1-distribution" class="anchor"></a>Gumbel1 distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Gumbel1"><a href="#module-Gumbel1" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gumbel1/index.html">Gumbel1</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="gumbel2-distribution"><a href="#gumbel2-distribution" class="anchor"></a>Gumbel2 distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Gumbel2"><a href="#module-Gumbel2" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gumbel2/index.html">Gumbel2</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="logistic-distribution"><a href="#logistic-distribution" class="anchor"></a>Logistic distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Logistic"><a href="#module-Logistic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Logistic/index.html">Logistic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="lognormal-distribution"><a href="#lognormal-distribution" class="anchor"></a>Lognormal distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Lognormal"><a href="#module-Lognormal" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lognormal/index.html">Lognormal</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="rayleigh-distribution"><a href="#rayleigh-distribution" class="anchor"></a>Rayleigh distribution</h6><div class="odoc-spec"><div class="spec module anchored" id="module-Rayleigh"><a href="#module-Rayleigh" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Rayleigh/index.html">Rayleigh</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-dist"><a href="#type-dist" class="anchor"></a><code><span><span class="keyword">type</span> dist</span><span> = </span></code><ol><li id="type-dist.Uniform" class="def variant constructor anchored"><a href="#type-dist.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> <a href="Uniform/index.html#type-t">Uniform.t</a></span></code></li><li id="type-dist.Gaussian" class="def variant constructor anchored"><a href="#type-dist.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> <a href="Gaussian/index.html#type-t">Gaussian.t</a></span></code></li><li id="type-dist.Exponential" class="def variant constructor anchored"><a href="#type-dist.Exponential" class="anchor"></a><code><span>| </span><span><span class="constructor">Exponential</span> <span class="keyword">of</span> <a href="Exponential/index.html#type-t">Exponential.t</a></span></code></li><li id="type-dist.Gamma" class="def variant constructor anchored"><a href="#type-dist.Gamma" class="anchor"></a><code><span>| </span><span><span class="constructor">Gamma</span> <span class="keyword">of</span> <a href="Gamma/index.html#type-t">Gamma.t</a></span></code></li><li id="type-dist.Beta" class="def variant constructor anchored"><a href="#type-dist.Beta" class="anchor"></a><code><span>| </span><span><span class="constructor">Beta</span> <span class="keyword">of</span> <a href="Beta/index.html#type-t">Beta.t</a></span></code></li><li id="type-dist.Chi2" class="def variant constructor anchored"><a href="#type-dist.Chi2" class="anchor"></a><code><span>| </span><span><span class="constructor">Chi2</span> <span class="keyword">of</span> <a href="Chi2/index.html#type-t">Chi2.t</a></span></code></li><li id="type-dist.F" class="def variant constructor anchored"><a href="#type-dist.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="F/index.html#type-t">F.t</a></span></code></li><li id="type-dist.Cauchy" class="def variant constructor anchored"><a href="#type-dist.Cauchy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cauchy</span> <span class="keyword">of</span> <a href="Cauchy/index.html#type-t">Cauchy.t</a></span></code></li><li id="type-dist.Lomax" class="def variant constructor anchored"><a href="#type-dist.Lomax" class="anchor"></a><code><span>| </span><span><span class="constructor">Lomax</span> <span class="keyword">of</span> <a href="Lomax/index.html#type-t">Lomax.t</a></span></code></li><li id="type-dist.Weibull" class="def variant constructor anchored"><a href="#type-dist.Weibull" class="anchor"></a><code><span>| </span><span><span class="constructor">Weibull</span> <span class="keyword">of</span> <a href="Weibull/index.html#type-t">Weibull.t</a></span></code></li><li id="type-dist.Laplace" class="def variant constructor anchored"><a href="#type-dist.Laplace" class="anchor"></a><code><span>| </span><span><span class="constructor">Laplace</span> <span class="keyword">of</span> <a href="Laplace/index.html#type-t">Laplace.t</a></span></code></li><li id="type-dist.Gumbel1" class="def variant constructor anchored"><a href="#type-dist.Gumbel1" class="anchor"></a><code><span>| </span><span><span class="constructor">Gumbel1</span> <span class="keyword">of</span> <a href="Gumbel1/index.html#type-t">Gumbel1.t</a></span></code></li><li id="type-dist.Gumbel2" class="def variant constructor anchored"><a href="#type-dist.Gumbel2" class="anchor"></a><code><span>| </span><span><span class="constructor">Gumbel2</span> <span class="keyword">of</span> <a href="Gumbel2/index.html#type-t">Gumbel2.t</a></span></code></li><li id="type-dist.Logistic" class="def variant constructor anchored"><a href="#type-dist.Logistic" class="anchor"></a><code><span>| </span><span><span class="constructor">Logistic</span> <span class="keyword">of</span> <a href="Logistic/index.html#type-t">Logistic.t</a></span></code></li><li id="type-dist.Lognormal" class="def variant constructor anchored"><a href="#type-dist.Lognormal" class="anchor"></a><code><span>| </span><span><span class="constructor">Lognormal</span> <span class="keyword">of</span> <a href="Lognormal/index.html#type-t">Lognormal.t</a></span></code></li><li id="type-dist.Rayleigh" class="def variant constructor anchored"><a href="#type-dist.Rayleigh" class="anchor"></a><code><span>| </span><span><span class="constructor">Rayleigh</span> <span class="keyword">of</span> <a href="Rayleigh/index.html#type-t">Rayleigh.t</a></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type definition of various distributions</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><a href="#type-dist">dist</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Sample a given distribution of the given parameters.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-prob"><a href="#val-prob" class="anchor"></a><code><span><span class="keyword">val</span> prob : <span><a href="#type-dist">dist</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Probability density/mass function of a given distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_prob"><a href="#val-log_prob" class="anchor"></a><code><span><span class="keyword">val</span> log_prob : <span><a href="#type-dist">dist</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>logarithmic probability density/mass function of a given distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cdf"><a href="#val-cdf" class="anchor"></a><code><span><span class="keyword">val</span> cdf : <span><a href="#type-dist">dist</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Cumulative density/mass function of the distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcdf"><a href="#val-logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logcdf : <span><a href="#type-dist">dist</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="argument-1-A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="argument-1-A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>Logarithm of the cumulative density/mass function of the distribution.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution/index.html b/docs/owl/Owl_distribution/index.html
index 06f3a62e0..6cf157bb6 100644
--- a/docs/owl/Owl_distribution/index.html
+++ b/docs/owl/Owl_distribution/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_distribution (owl.Owl_distribution)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_distribution</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_distribution</span></code></h1><p>Functor to generate distribution module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../../owl-base/Owl_types/module-type-Stats_Dist/index.html">Owl_types.Stats_Dist</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_distribution (owl.Owl_distribution)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_distribution</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_distribution</span></code></h1><p>Functor to generate distribution module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-A/index.html">A</a> : <a href="../../owl-base/Owl_types/module-type-Stats_Dist/index.html">Owl_types.Stats_Dist</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_distribution_common/index.html b/docs/owl/Owl_distribution_common/index.html
index 357bbb4b9..2d15e58ae 100644
--- a/docs/owl/Owl_distribution_common/index.html
+++ b/docs/owl/Owl_distribution_common/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_distribution_common (owl.Owl_distribution_common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_distribution_common</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_distribution_common</span></code></h1><p>Interface to the C implementation of rvs, pdf, and cdf functions.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_uniform_rvs"><a href="#val-owl_float32_uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_uniform_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_distribution_common (owl.Owl_distribution_common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_distribution_common</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_distribution_common</span></code></h1><p>Interface to the C implementation of rvs, pdf, and cdf functions.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_uniform_rvs"><a href="#val-owl_float32_uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_uniform_rvs : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_distribution_generic/index.html b/docs/owl/Owl_distribution_generic/index.html
index ec4586692..9ed119e50 100644
--- a/docs/owl/Owl_distribution_generic/index.html
+++ b/docs/owl/Owl_distribution_generic/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_distribution_generic (owl.Owl_distribution_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_distribution_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_distribution_generic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-broadcast_align_shape"><a href="#val-broadcast_align_shape" class="anchor"></a><code><span><span class="keyword">val</span> broadcast_align_shape : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_distribution_generic (owl.Owl_distribution_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_distribution_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_distribution_generic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-broadcast_align_shape"><a href="#val-broadcast_align_shape" class="anchor"></a><code><span><span class="keyword">val</span> broadcast_align_shape : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="type-var">'e</span>, <span class="type-var">'f</span>)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span>
diff --git a/docs/owl/Owl_fft/D/index.html b/docs/owl/Owl_fft/D/index.html
index 179a52e5c..82d84c6aa 100644
--- a/docs/owl/Owl_fft/D/index.html
+++ b/docs/owl/Owl_fft/D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_fft.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_fft</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_fft_d/index.html">Owl_fft_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_fft.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_fft</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_fft_d/index.html">Owl_fft_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ifft"><a href="#val-ifft" class="anchor"></a><code><span><span class="keyword">val</span> ifft : 
diff --git a/docs/owl/Owl_fft/Generic/index.html b/docs/owl/Owl_fft/Generic/index.html
index db096ca80..0548c9b03 100644
--- a/docs/owl/Owl_fft/Generic/index.html
+++ b/docs/owl/Owl_fft/Generic/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Generic (owl.Owl_fft.Generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_fft</a> &#x00BB; Generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft.Generic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_fft_generic/index.html">Owl_fft_generic</a> <span class="keyword">end</span></span></code></summary><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Generic (owl.Owl_fft.Generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_fft</a> &#x00BB; Generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft.Generic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_fft_generic/index.html">Owl_fft_generic</a> <span class="keyword">end</span></span></code></summary><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span></span></code></div><div class="spec-doc"><p><code>fft ~axis x</code> performs 1-dimensional FFT on a complex input. <code>axis</code> is the highest dimension if not specified. The return is not scaled.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ifft"><a href="#val-ifft" class="anchor"></a><code><span><span class="keyword">val</span> ifft : 
diff --git a/docs/owl/Owl_fft/S/index.html b/docs/owl/Owl_fft/S/index.html
index 2a219dfd3..75b189e01 100644
--- a/docs/owl/Owl_fft/S/index.html
+++ b/docs/owl/Owl_fft/S/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_fft.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_fft</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_fft_s/index.html">Owl_fft_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_fft.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_fft</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_fft_s/index.html">Owl_fft_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="../../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ifft"><a href="#val-ifft" class="anchor"></a><code><span><span class="keyword">val</span> ifft : 
diff --git a/docs/owl/Owl_fft/index.html b/docs/owl/Owl_fft/index.html
index 0a38fdcfa..1dd7772ce 100644
--- a/docs/owl/Owl_fft/index.html
+++ b/docs/owl/Owl_fft/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_fft (owl.Owl_fft)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_fft</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Generic"><a href="#module-Generic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Generic/index.html">Generic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_fft (owl.Owl_fft)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_fft</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Generic"><a href="#module-Generic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Generic/index.html">Generic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_fft_d/index.html b/docs/owl/Owl_fft_d/index.html
index 799fbc213..495806c4f 100644
--- a/docs/owl/Owl_fft_d/index.html
+++ b/docs/owl/Owl_fft_d/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_fft_d (owl.Owl_fft_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_fft_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_fft_d (owl.Owl_fft_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_fft_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex64_elt)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ifft"><a href="#val-ifft" class="anchor"></a><code><span><span class="keyword">val</span> ifft : 
diff --git a/docs/owl/Owl_fft_generic/index.html b/docs/owl/Owl_fft_generic/index.html
index 4ad995950..4f09716b4 100644
--- a/docs/owl/Owl_fft_generic/index.html
+++ b/docs/owl/Owl_fft_generic/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_fft_generic (owl.Owl_fft_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_fft_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft_generic</span></code></h1><p>Fast Fourier Transform</p></header><nav class="odoc-toc"><ul><li><a href="#basic-functions">Basic functions</a></li></ul></nav><div class="odoc-content"><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_fft_generic (owl.Owl_fft_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_fft_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft_generic</span></code></h1><p>Fast Fourier Transform</p></header><nav class="odoc-toc"><ul><li><a href="#basic-functions">Basic functions</a></li></ul></nav><div class="odoc-content"><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span></span></code></div><div class="spec-doc"><p><code>fft ~axis x</code> performs 1-dimensional FFT on a complex input. <code>axis</code> is the highest dimension if not specified. The return is not scaled.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ifft"><a href="#val-ifft" class="anchor"></a><code><span><span class="keyword">val</span> ifft : 
diff --git a/docs/owl/Owl_fft_s/index.html b/docs/owl/Owl_fft_s/index.html
index 1b49e973d..0fc88e693 100644
--- a/docs/owl/Owl_fft_s/index.html
+++ b/docs/owl/Owl_fft_s/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_fft_s (owl.Owl_fft_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_fft_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_fft_s (owl.Owl_fft_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_fft_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fft_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-fft"><a href="#val-fft" class="anchor"></a><code><span><span class="keyword">val</span> fft : 
   <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="../Owl_dense_ndarray_generic/index.html#type-t">Owl_dense_ndarray_generic.t</a></span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ifft"><a href="#val-ifft" class="anchor"></a><code><span><span class="keyword">val</span> ifft : 
diff --git a/docs/owl/Owl_fftpack/index.html b/docs/owl/Owl_fftpack/index.html
index ffe61482e..b66d879b8 100644
--- a/docs/owl/Owl_fftpack/index.html
+++ b/docs/owl/Owl_fftpack/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_fftpack (owl.Owl_fftpack)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_fftpack</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fftpack</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_rfftf"><a href="#val-owl_float32_rfftf" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_rfftf : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_fftpack (owl.Owl_fftpack)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_fftpack</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_fftpack</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_rfftf"><a href="#val-owl_float32_rfftf" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_rfftf : 
   <span><span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float32_elt)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="xref-unresolved">Stdlib</span>.Bigarray.complex32_elt)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_lapacke/index.html b/docs/owl/Owl_lapacke/index.html
index 9cb2e07eb..699ff90b1 100644
--- a/docs/owl/Owl_lapacke/index.html
+++ b/docs/owl/Owl_lapacke/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_lapacke (owl.Owl_lapacke)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_lapacke</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_lapacke</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>Default data type</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-lapacke_layout"><a href="#type-lapacke_layout" class="anchor"></a><code><span><span class="keyword">type</span> lapacke_layout</span><span> = </span></code><ol><li id="type-lapacke_layout.RowMajor" class="def variant constructor anchored"><a href="#type-lapacke_layout.RowMajor" class="anchor"></a><code><span>| </span><span><span class="constructor">RowMajor</span></span></code></li><li id="type-lapacke_layout.ColMajor" class="def variant constructor anchored"><a href="#type-lapacke_layout.ColMajor" class="anchor"></a><code><span>| </span><span><span class="constructor">ColMajor</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Layout type.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-lapacke_transpose"><a href="#type-lapacke_transpose" class="anchor"></a><code><span><span class="keyword">type</span> lapacke_transpose</span><span> = </span></code><ol><li id="type-lapacke_transpose.NoTrans" class="def variant constructor anchored"><a href="#type-lapacke_transpose.NoTrans" class="anchor"></a><code><span>| </span><span><span class="constructor">NoTrans</span></span></code></li><li id="type-lapacke_transpose.Trans" class="def variant constructor anchored"><a href="#type-lapacke_transpose.Trans" class="anchor"></a><code><span>| </span><span><span class="constructor">Trans</span></span></code></li><li id="type-lapacke_transpose.ConjTrans" class="def variant constructor anchored"><a href="#type-lapacke_transpose.ConjTrans" class="anchor"></a><code><span>| </span><span><span class="constructor">ConjTrans</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Transpose type.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-lapacke_uplo"><a href="#type-lapacke_uplo" class="anchor"></a><code><span><span class="keyword">type</span> lapacke_uplo</span><span> = </span></code><ol><li id="type-lapacke_uplo.Upper" class="def variant constructor anchored"><a href="#type-lapacke_uplo.Upper" class="anchor"></a><code><span>| </span><span><span class="constructor">Upper</span></span></code></li><li id="type-lapacke_uplo.Lower" class="def variant constructor anchored"><a href="#type-lapacke_uplo.Lower" class="anchor"></a><code><span>| </span><span><span class="constructor">Lower</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Upper or lower trangular.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-lapacke_diag"><a href="#type-lapacke_diag" class="anchor"></a><code><span><span class="keyword">type</span> lapacke_diag</span><span> = </span></code><ol><li id="type-lapacke_diag.NonUnit" class="def variant constructor anchored"><a href="#type-lapacke_diag.NonUnit" class="anchor"></a><code><span>| </span><span><span class="constructor">NonUnit</span></span></code></li><li id="type-lapacke_diag.Unit" class="def variant constructor anchored"><a href="#type-lapacke_diag.Unit" class="anchor"></a><code><span>| </span><span><span class="constructor">Unit</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Diangonal type.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-lapacke_side"><a href="#type-lapacke_side" class="anchor"></a><code><span><span class="keyword">type</span> lapacke_side</span><span> = </span></code><ol><li id="type-lapacke_side.Left" class="def variant constructor anchored"><a href="#type-lapacke_side.Left" class="anchor"></a><code><span>| </span><span><span class="constructor">Left</span></span></code></li><li id="type-lapacke_side.Right" class="def variant constructor anchored"><a href="#type-lapacke_side.Right" class="anchor"></a><code><span>| </span><span><span class="constructor">Right</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Side type.</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-gbtrs"><a href="#val-gbtrs" class="anchor"></a><code><span><span class="keyword">val</span> gbtrs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_lapacke (owl.Owl_lapacke)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_lapacke</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_lapacke</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>, <span class="xref-unresolved">Stdlib</span>.Bigarray.c_layout)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.Genarray.t</span></span></code></div><div class="spec-doc"><p>Default data type</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-lapacke_layout"><a href="#type-lapacke_layout" class="anchor"></a><code><span><span class="keyword">type</span> lapacke_layout</span><span> = </span></code><ol><li id="type-lapacke_layout.RowMajor" class="def variant constructor anchored"><a href="#type-lapacke_layout.RowMajor" class="anchor"></a><code><span>| </span><span><span class="constructor">RowMajor</span></span></code></li><li id="type-lapacke_layout.ColMajor" class="def variant constructor anchored"><a href="#type-lapacke_layout.ColMajor" class="anchor"></a><code><span>| </span><span><span class="constructor">ColMajor</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Layout type.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-lapacke_transpose"><a href="#type-lapacke_transpose" class="anchor"></a><code><span><span class="keyword">type</span> lapacke_transpose</span><span> = </span></code><ol><li id="type-lapacke_transpose.NoTrans" class="def variant constructor anchored"><a href="#type-lapacke_transpose.NoTrans" class="anchor"></a><code><span>| </span><span><span class="constructor">NoTrans</span></span></code></li><li id="type-lapacke_transpose.Trans" class="def variant constructor anchored"><a href="#type-lapacke_transpose.Trans" class="anchor"></a><code><span>| </span><span><span class="constructor">Trans</span></span></code></li><li id="type-lapacke_transpose.ConjTrans" class="def variant constructor anchored"><a href="#type-lapacke_transpose.ConjTrans" class="anchor"></a><code><span>| </span><span><span class="constructor">ConjTrans</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Transpose type.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-lapacke_uplo"><a href="#type-lapacke_uplo" class="anchor"></a><code><span><span class="keyword">type</span> lapacke_uplo</span><span> = </span></code><ol><li id="type-lapacke_uplo.Upper" class="def variant constructor anchored"><a href="#type-lapacke_uplo.Upper" class="anchor"></a><code><span>| </span><span><span class="constructor">Upper</span></span></code></li><li id="type-lapacke_uplo.Lower" class="def variant constructor anchored"><a href="#type-lapacke_uplo.Lower" class="anchor"></a><code><span>| </span><span><span class="constructor">Lower</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Upper or lower trangular.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-lapacke_diag"><a href="#type-lapacke_diag" class="anchor"></a><code><span><span class="keyword">type</span> lapacke_diag</span><span> = </span></code><ol><li id="type-lapacke_diag.NonUnit" class="def variant constructor anchored"><a href="#type-lapacke_diag.NonUnit" class="anchor"></a><code><span>| </span><span><span class="constructor">NonUnit</span></span></code></li><li id="type-lapacke_diag.Unit" class="def variant constructor anchored"><a href="#type-lapacke_diag.Unit" class="anchor"></a><code><span>| </span><span><span class="constructor">Unit</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Diangonal type.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-lapacke_side"><a href="#type-lapacke_side" class="anchor"></a><code><span><span class="keyword">type</span> lapacke_side</span><span> = </span></code><ol><li id="type-lapacke_side.Left" class="def variant constructor anchored"><a href="#type-lapacke_side.Left" class="anchor"></a><code><span>| </span><span><span class="constructor">Left</span></span></code></li><li id="type-lapacke_side.Right" class="def variant constructor anchored"><a href="#type-lapacke_side.Right" class="anchor"></a><code><span>| </span><span><span class="constructor">Right</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Side type.</p><span class="comment-delim">*)</span></div></li></ol></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-gbtrs"><a href="#val-gbtrs" class="anchor"></a><code><span><span class="keyword">val</span> gbtrs : 
   <span><span class="label">trans</span>:<a href="#type-lapacke_transpose">lapacke_transpose</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">kl</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">ku</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_lapacke_generated/index.html b/docs/owl/Owl_lapacke_generated/index.html
index d53312170..a88479de8 100644
--- a/docs/owl/Owl_lapacke_generated/index.html
+++ b/docs/owl/Owl_lapacke_generated/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_lapacke_generated (owl.Owl_lapacke_generated)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_lapacke_generated</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_lapacke_generated</span></code></h1><p>LAPACKE interface: low-level interface to the LAPACKE functions</p></header><div class="odoc-content"><p>auto-generated lapacke interface file, timestamp:1582875920</p><div class="odoc-spec"><div class="spec value anchored" id="val-sbdsdc"><a href="#val-sbdsdc" class="anchor"></a><code><span><span class="keyword">val</span> sbdsdc : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_lapacke_generated (owl.Owl_lapacke_generated)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_lapacke_generated</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_lapacke_generated</span></code></h1><p>LAPACKE interface: low-level interface to the LAPACKE functions</p></header><div class="odoc-content"><p>auto-generated lapacke interface file, timestamp:1582875920</p><div class="odoc-spec"><div class="spec value anchored" id="val-sbdsdc"><a href="#val-sbdsdc" class="anchor"></a><code><span><span class="keyword">val</span> sbdsdc : 
   <span><span class="label">layout</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">uplo</span>:char <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">compq</span>:char <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_linalg/C/index.html b/docs/owl/Owl_linalg/C/index.html
index 3e329c439..a44fbc3a8 100644
--- a/docs/owl/Owl_linalg/C/index.html
+++ b/docs/owl/Owl_linalg/C/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>C (owl.Owl_linalg.C)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg</a> &#x00BB; C</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg.C</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_linalg_c/index.html">Owl_linalg_c</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../Owl_dense_matrix_c/index.html#type-mat">Owl_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>C (owl.Owl_linalg.C)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg</a> &#x00BB; C</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg.C</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_linalg_c/index.html">Owl_linalg_c</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../Owl_dense_matrix_c/index.html#type-mat">Owl_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-complex_mat">complex_mat</a> = <a href="#type-mat">mat</a></span>
diff --git a/docs/owl/Owl_linalg/D/index.html b/docs/owl/Owl_linalg/D/index.html
index 88d4f27ca..fd8011198 100644
--- a/docs/owl/Owl_linalg/D/index.html
+++ b/docs/owl/Owl_linalg/D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_linalg.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_linalg_d/index.html">Owl_linalg_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../Owl_dense_matrix_d/index.html#type-mat">Owl_dense_matrix_d.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../Owl_dense_matrix_z/index.html#type-mat">Owl_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_linalg.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_linalg_d/index.html">Owl_linalg_d</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../Owl_dense_matrix_d/index.html#type-mat">Owl_dense_matrix_d.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../Owl_dense_matrix_z/index.html#type-mat">Owl_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-complex_mat">complex_mat</a> := <a href="#type-complex_mat">complex_mat</a></span>
diff --git a/docs/owl/Owl_linalg/Generic/index.html b/docs/owl/Owl_linalg/Generic/index.html
index 30fea684d..82a501d2a 100644
--- a/docs/owl/Owl_linalg/Generic/index.html
+++ b/docs/owl/Owl_linalg/Generic/index.html
@@ -1,5 +1,23 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Generic (owl.Owl_linalg.Generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg</a> &#x00BB; Generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg.Generic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_linalg_generic/index.html">Owl_linalg_generic</a> <span class="keyword">end</span></span></code></summary><p>The module includes a set of advanced linear algebra operations such as singular value decomposition, and etc.</p><p>Currently, Linalg module supports dense matrix of four different number types, including <code>float32</code>, <code>float64</code>, <code>complex32</code>, and <code>complex64</code>. The support for sparse matrices will be provided in future.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div><div class="spec-doc"><p>Matrix type, a special case of N-dimensional array.</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>inv x</code> calculates the inverse of an invertible square matrix <code>x</code> such that <code>x *@ x = I</code> wherein <code>I</code> is an identity matrix. (If <code>x</code> is singular, <code>inv</code> will return a useless result.)</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pinv"><a href="#val-pinv" class="anchor"></a><code><span><span class="keyword">val</span> pinv : <span><span class="optlabel">?tol</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pinv x</code> computes Moore-Penrose pseudoinverse of matrix <code>x</code>. <code>tol</code> specifies the tolerance, the absolute value of the elements smaller than <code>tol</code> will be set to zeros.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-det"><a href="#val-det" class="anchor"></a><code><span><span class="keyword">val</span> det : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>det x</code> computes the determinant of a square matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>logdet x</code> computes the log of the determinant of a square matrix <code>x</code>. It is equivalent to <code>log (det x)</code> but may provide more accuracy and efficiency.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rank"><a href="#val-rank" class="anchor"></a><code><span><span class="keyword">val</span> rank : <span><span class="optlabel">?tol</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>rank x</code> calculates the rank of a rectangular matrix <code>x</code> of shape <code>m x n</code>. The function does so by counting the number of singular values of <code>x</code> which are beyond a pre-defined threshold <code>tol</code>. By default, <code>tol = max(m,n) * eps</code> where <code>eps = 1e-10</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-norm"><a href="#val-norm" class="anchor"></a><code><span><span class="keyword">val</span> norm : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>norm ~p x</code> computes the matrix p-norm of the passed in matrix <code>x</code>.</p><p>Parameters: * <code>p</code> is the order of norm, the default value is 2. * <code>x</code> is the input matrix.</p><p>Returns: * If <code>p = 1</code>, then returns the maximum absolute column sum of the matrix. * If <code>p = 2</code>, then returns approximately <code>max (svd x)</code>. * If <code>p = infinity</code>, then returns the maximum absolute row sum of the matrix. * If <code>p = -1</code>, then returns the minimum absolute column sum of the matrix. * If <code>p = -2</code>, then returns approximately <code>min (svd x)</code>. * If <code>p = -infinity</code>, then returns the minimum absolute row sum of the matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vecnorm"><a href="#val-vecnorm" class="anchor"></a><code><span><span class="keyword">val</span> vecnorm : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>vecnorm ~p x</code> calculates the generalised vector p-norm, defined as below. If <code>x</code> is a martrix, it will be flatten to a vector first. Different from the function of the same name in :doc:`owl_dense_ndarray_generic`, this function assumes the input is either 1d vector or 2d matrix.</p><p>.. math:: ||v||_p = \Big<code> \sum_{k=0}^{N-1} |v_k|^p \Big</code>^</p><p>/p</p><p>Parameters: * <code>p</code> is the order of norm, the default value is 2. * <code>x</code> is the input vector or matrix.</p><p>Returns: * If <code>p = infinity</code>, then returns :math:`||v||_<code>\infty</code> = \max_i(|v(i)|)`. * If <code>p = -infinity</code>, then returns :math:`||v||_</p><p>\infty</p><p>}</p><p>= \min_i(|v(i)|)`. * If <code>p = 2</code> and <code>x</code> is a matrix, then returns Frobenius norm of <code>x</code>. * Otherwise returns generalised vector p-norm defined above.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cond"><a href="#val-cond" class="anchor"></a><code><span><span class="keyword">val</span> cond : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cond ~p x</code> computes the p-norm condition number of matrix <code>x</code>.</p><p><code>cond ~p:1. x</code> returns the 1-norm condition number;</p><p><code>cond ~p:2. x</code> or <code>cond x</code> returns the 2-norm condition number.</p><p><code>cond ~p:infinity x</code> returns the infinity norm condition number.</p><p>The default value of <code>p</code> is <code>2.</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rcond"><a href="#val-rcond" class="anchor"></a><code><span><span class="keyword">val</span> rcond : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>rcond x</code> returns an estimate for the reciprocal condition of <code>x</code> in 1-norm. If <code>x</code> is well conditioned, the returned result is near <code>1.0</code>. If <code>x</code> is badly conditioned, the result is near <code>0.</code></p></div></div><h6 id="check-matrix-types"><a href="#check-matrix-types" class="anchor"></a>Check matrix types</h6><div class="odoc-spec"><div class="spec value anchored" id="val-is_square"><a href="#val-is_square" class="anchor"></a><code><span><span class="keyword">val</span> is_square : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_square x</code> returns <code>true</code> if <code>x</code> is a square matrix otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_triu"><a href="#val-is_triu" class="anchor"></a><code><span><span class="keyword">val</span> is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_triu x</code> returns <code>true</code> if <code>x</code> is upper triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_tril"><a href="#val-is_tril" class="anchor"></a><code><span><span class="keyword">val</span> is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_tril x</code> returns <code>true</code> if <code>x</code> is lower triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_symmetric"><a href="#val-is_symmetric" class="anchor"></a><code><span><span class="keyword">val</span> is_symmetric : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_symmetric x</code> returns <code>true</code> if <code>x</code> is symmetric otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_hermitian"><a href="#val-is_hermitian" class="anchor"></a><code><span><span class="keyword">val</span> is_hermitian : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_hermitian x</code> returns <code>true</code> if <code>x</code> is hermitian otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_diag"><a href="#val-is_diag" class="anchor"></a><code><span><span class="keyword">val</span> is_diag : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_diag x</code> returns <code>true</code> if <code>x</code> is diagonal otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_posdef"><a href="#val-is_posdef" class="anchor"></a><code><span><span class="keyword">val</span> is_posdef : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_posdef x</code> checks whether <code>x</code> is a positive semi-definite matrix.</p></div></div><h6 id="factorisation"><a href="#factorisation" class="anchor"></a>Factorisation</h6><div class="odoc-spec"><div class="spec value anchored" id="val-lu"><a href="#val-lu" class="anchor"></a><code><span><span class="keyword">val</span> lu : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Generic (owl.Owl_linalg.Generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script><link rel="stylesheet" href="../../../odoc.support/katex.min.css"/><script src="../../../odoc.support/katex.min.js"></script><script>
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+</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg</a> &#x00BB; Generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg.Generic</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_linalg_generic/index.html">Owl_linalg_generic</a> <span class="keyword">end</span></span></code></summary><p>The module includes a set of advanced linear algebra operations such as singular value decomposition, and etc.</p><p>Currently, Linalg module supports dense matrix of four different number types, including <code>float32</code>, <code>float64</code>, <code>complex32</code>, and <code>complex64</code>. The support for sparse matrices will be provided in future.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div><div class="spec-doc"><p>Matrix type, a special case of N-dimensional array.</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>inv x</code> calculates the inverse of an invertible square matrix <code>x</code> such that <code>x *@ x = I</code> wherein <code>I</code> is an identity matrix. (If <code>x</code> is singular, <code>inv</code> will return a useless result.)</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pinv"><a href="#val-pinv" class="anchor"></a><code><span><span class="keyword">val</span> pinv : <span><span class="optlabel">?tol</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pinv x</code> computes Moore-Penrose pseudoinverse of matrix <code>x</code>. <code>tol</code> specifies the tolerance, the absolute value of the elements smaller than <code>tol</code> will be set to zeros.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-det"><a href="#val-det" class="anchor"></a><code><span><span class="keyword">val</span> det : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>det x</code> computes the determinant of a square matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>logdet x</code> computes the log of the determinant of a square matrix <code>x</code>. It is equivalent to <code>log (det x)</code> but may provide more accuracy and efficiency.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rank"><a href="#val-rank" class="anchor"></a><code><span><span class="keyword">val</span> rank : <span><span class="optlabel">?tol</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>rank x</code> calculates the rank of a rectangular matrix <code>x</code> of shape <code>m x n</code>. The function does so by counting the number of singular values of <code>x</code> which are beyond a pre-defined threshold <code>tol</code>. By default, <code>tol = max(m,n) * eps</code> where <code>eps = 1e-10</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-norm"><a href="#val-norm" class="anchor"></a><code><span><span class="keyword">val</span> norm : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>norm ~p x</code> computes the matrix p-norm of the passed in matrix <code>x</code>.</p><p>Parameters: * <code>p</code> is the order of norm, the default value is 2. * <code>x</code> is the input matrix.</p><p>Returns: * If <code>p = 1</code>, then returns the maximum absolute column sum of the matrix. * If <code>p = 2</code>, then returns approximately <code>max (svd x)</code>. * If <code>p = infinity</code>, then returns the maximum absolute row sum of the matrix. * If <code>p = -1</code>, then returns the minimum absolute column sum of the matrix. * If <code>p = -2</code>, then returns approximately <code>min (svd x)</code>. * If <code>p = -infinity</code>, then returns the minimum absolute row sum of the matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vecnorm"><a href="#val-vecnorm" class="anchor"></a><code><span><span class="keyword">val</span> vecnorm : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>vecnorm ~p x</code> calculates the generalised vector p-norm, defined as below. If <code>x</code> is a martrix, it will be flatten to a vector first. Different from the function of the same name in :doc:`owl_dense_ndarray_generic`, this function assumes the input is either 1d vector or 2d matrix.</p><div><pre class="odoc-katex-math display">
+  ||v||_p = \Big[ \sum_{k=0}^{N-1} |v_k|^p \Big]^{1/p}</pre></div><p>Parameters: * <code>p</code> is the order of norm, the default value is 2. * <code>x</code> is the input vector or matrix.</p><p>Returns: * If <code>p = infinity</code>, then returns <code class="odoc-katex-math">||v||_{\infty} = \max_i(|v(i)|)</code> * If <code>p = -infinity</code>, then returns <code class="odoc-katex-math">||v||_{-\infty} = \min_i(|v(i)|)</code>. * If <code>p = 2</code> and <code>x</code> is a matrix, then returns Frobenius norm of <code>x</code>. * Otherwise returns generalised vector p-norm defined above.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cond"><a href="#val-cond" class="anchor"></a><code><span><span class="keyword">val</span> cond : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cond ~p x</code> computes the p-norm condition number of matrix <code>x</code>.</p><p><code>cond ~p:1. x</code> returns the 1-norm condition number;</p><p><code>cond ~p:2. x</code> or <code>cond x</code> returns the 2-norm condition number.</p><p><code>cond ~p:infinity x</code> returns the infinity norm condition number.</p><p>The default value of <code>p</code> is <code>2.</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rcond"><a href="#val-rcond" class="anchor"></a><code><span><span class="keyword">val</span> rcond : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>rcond x</code> returns an estimate for the reciprocal condition of <code>x</code> in 1-norm. If <code>x</code> is well conditioned, the returned result is near <code>1.0</code>. If <code>x</code> is badly conditioned, the result is near <code>0.</code></p></div></div><h6 id="check-matrix-types"><a href="#check-matrix-types" class="anchor"></a>Check matrix types</h6><div class="odoc-spec"><div class="spec value anchored" id="val-is_square"><a href="#val-is_square" class="anchor"></a><code><span><span class="keyword">val</span> is_square : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_square x</code> returns <code>true</code> if <code>x</code> is a square matrix otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_triu"><a href="#val-is_triu" class="anchor"></a><code><span><span class="keyword">val</span> is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_triu x</code> returns <code>true</code> if <code>x</code> is upper triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_tril"><a href="#val-is_tril" class="anchor"></a><code><span><span class="keyword">val</span> is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_tril x</code> returns <code>true</code> if <code>x</code> is lower triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_symmetric"><a href="#val-is_symmetric" class="anchor"></a><code><span><span class="keyword">val</span> is_symmetric : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_symmetric x</code> returns <code>true</code> if <code>x</code> is symmetric otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_hermitian"><a href="#val-is_hermitian" class="anchor"></a><code><span><span class="keyword">val</span> is_hermitian : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_hermitian x</code> returns <code>true</code> if <code>x</code> is hermitian otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_diag"><a href="#val-is_diag" class="anchor"></a><code><span><span class="keyword">val</span> is_diag : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_diag x</code> returns <code>true</code> if <code>x</code> is diagonal otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_posdef"><a href="#val-is_posdef" class="anchor"></a><code><span><span class="keyword">val</span> is_posdef : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_posdef x</code> checks whether <code>x</code> is a positive semi-definite matrix.</p></div></div><h6 id="factorisation"><a href="#factorisation" class="anchor"></a>Factorisation</h6><div class="odoc-spec"><div class="spec value anchored" id="val-lu"><a href="#val-lu" class="anchor"></a><code><span><span class="keyword">val</span> lu : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lu x -&gt; (l, u, ipiv)</code> calculates LU decomposition of <code>x</code>. The pivoting is used by default.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lq x -&gt; (l, q)</code> calculates the LQ decomposition of <code>x</code>. By default, the reduced LQ decomposition is performed. But you can get full <code>Q</code> by setting parameter <code>thin = false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
@@ -11,16 +29,16 @@
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>gsvd x y -&gt; (u, v, q, d1, d2, r)</code> computes the generalised singular value decomposition of a pair of general rectangular matrices <code>x</code> and <code>y</code>. <code>d1</code> and <code>d2</code> contain the generalised singular value pairs of <code>x</code> and <code>y</code>. The shape of <code>x</code> is <code>m x n</code> and the shape of <code>y</code> is <code>p x n</code>.</p><p>.. code-block:: ocaml</p><p>let x = Mat.uniform 5 5;; let y = Mat.uniform 2 5;; let u, v, q, d1, d2, r = Linalg.gsvd x y;; Mat.(u *@ d1 *@ r *@ transpose q =~ x);; Mat.(v *@ d2 *@ r *@ transpose q =~ y);;</p><p>Please refer to: `Intel MKL Reference &lt;https://software.intel.com/en-us/mkl-developer-reference-c-ggsvd3&gt;`_</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gsvdvals"><a href="#val-gsvdvals" class="anchor"></a><code><span><span class="keyword">val</span> gsvdvals : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>gsvdvals x y</code> is similar to <code>gsvd x y</code> but only returns the singular values of the generalised singular value decomposition of <code>x</code> and <code>y</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-schur"><a href="#val-schur" class="anchor"></a><code><span><span class="keyword">val</span> schur : 
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>schur x -&gt; (t, z, w)</code> calculates Schur factorisation of <code>x</code> in the following form.</p><p>.. math:: X = Z T Z^H</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values. * <code>x</code>: the <code>n x n</code> square matrix.</p><p>Returns: * <code>t</code> is (quasi) triangular Schur factor. * <code>z</code> is orthogonal/unitary Schur vectors. The eigen values are not sorted, they have the same order as that they appear on the diagonal of the output of Schur form <code>t</code>. * <code>w</code> contains the eigen values of <code>x</code>. <code>otyp</code> is used to specify the type of <code>w</code>. It needs to be consistent with input type. E.g., if the input <code>x</code> is <code>float32</code> then <code>otyp</code> must be <code>complex32</code>. However, if you use S, D, C, Z module, then you do not need to worry about <code>otyp</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-schur_tz"><a href="#val-schur_tz" class="anchor"></a><code><span><span class="keyword">val</span> schur_tz : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>schur_tz x</code> is similar to <code>schur</code> but only returns <code>(t, z)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ordschur"><a href="#val-ordschur" class="anchor"></a><code><span><span class="keyword">val</span> ordschur : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>schur x -&gt; (t, z, w)</code> calculates Schur factorisation of <code>x</code> in the following form: <code class="odoc-katex-math">X = Z T Z^H</code>.</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values. * <code>x</code>: the <code>n x n</code> square matrix.</p><p>Returns: * <code>t</code> is (quasi) triangular Schur factor. * <code>z</code> is orthogonal/unitary Schur vectors. The eigen values are not sorted, they have the same order as that they appear on the diagonal of the output of Schur form <code>t</code>. * <code>w</code> contains the eigen values of <code>x</code>. <code>otyp</code> is used to specify the type of <code>w</code>. It needs to be consistent with input type. E.g., if the input <code>x</code> is <code>float32</code> then <code>otyp</code> must be <code>complex32</code>. However, if you use S, D, C, Z module, then you do not need to worry about <code>otyp</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-schur_tz"><a href="#val-schur_tz" class="anchor"></a><code><span><span class="keyword">val</span> schur_tz : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>schur_tz x</code> is similar to <code>schur</code> but only returns <code>(t, z)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ordschur"><a href="#val-ordschur" class="anchor"></a><code><span><span class="keyword">val</span> ordschur : 
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">select</span>:<span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>ordschur ~select t z -&gt; (r, p)</code> reorders <code>t</code> and <code>z</code> returned by Schur factorization <code>schur x -&gt; (t, z)</code> according <code>select</code> such that</p><p>.. math:: X = P R P^H</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values * <code>select</code> the logical vector to select eigenvalues, refer to <code>select_ev</code>. * <code>t</code>: the Schur matrix returned by <code>schur x</code>. * <code>z</code>: the unitary matrix <code>z</code> returned by <code>schur x</code>.</p><p>Returns: * <code>r</code>: reordered Schur matrix <code>t</code>. * <code>p</code>: reordered orthogonal matrix <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qz"><a href="#val-qz" class="anchor"></a><code><span><span class="keyword">val</span> qz : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>ordschur ~select t z -&gt; (r, p)</code> reorders <code>t</code> and <code>z</code> returned by Schur factorization <code>schur x -&gt; (t, z)</code> according <code>select</code> such that X = P R P^H.</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values * <code>select</code> the logical vector to select eigenvalues, refer to <code>select_ev</code>. * <code>t</code>: the Schur matrix returned by <code>schur x</code>. * <code>z</code>: the unitary matrix <code>z</code> returned by <code>schur x</code>.</p><p>Returns: * <code>r</code>: reordered Schur matrix <code>t</code>. * <code>p</code>: reordered orthogonal matrix <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qz"><a href="#val-qz" class="anchor"></a><code><span><span class="keyword">val</span> qz : 
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>qz x -&gt; (s, t, q, z, w)</code> calculates generalised Schur factorisation of <code>x</code> in the following form. It is also known as QZ decomposition.</p><p>.. math:: X = Q S Z^H Y = Z T Z^H</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values. * <code>x</code>: the <code>n x n</code> square matrix. * <code>y</code>: the <code>n x n</code> square matrix.</p><p>Returns: * <code>s</code>: the upper quasitriangular matrices S. * <code>t</code>: the upper quasitriangular matrices T. * <code>q</code>: the unitary matrices Q. * <code>z</code>: the unitary matrices Z. * <code>w</code>: the generalised eigenvalue for a pair of matrices (X,Y).</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ordqz"><a href="#val-ordqz" class="anchor"></a><code><span><span class="keyword">val</span> ordqz : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>qz x -&gt; (s, t, q, z, w)</code> calculates generalised Schur factorisation of <code>x</code> in the following form. It is also known as QZ decomposition.</p><p>X = Q S Z^H Y = Z T Z^H</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values. * <code>x</code>: the <code>n x n</code> square matrix. * <code>y</code>: the <code>n x n</code> square matrix.</p><p>Returns: * <code>s</code>: the upper quasitriangular matrices S. * <code>t</code>: the upper quasitriangular matrices T. * <code>q</code>: the unitary matrices Q. * <code>z</code>: the unitary matrices Z. * <code>w</code>: the generalised eigenvalue for a pair of matrices (X,Y).</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ordqz"><a href="#val-ordqz" class="anchor"></a><code><span><span class="keyword">val</span> ordqz : 
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">select</span>:<span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
@@ -31,7 +49,7 @@
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>qzvals ~otyp x y</code> is similar to <code>qz ~otyp x y</code> but only returns the generalised eigen values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hess"><a href="#val-hess" class="anchor"></a><code><span><span class="keyword">val</span> hess : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>hess x -&gt; (h, q)</code> calculates the Hessenberg form of a given matrix <code>x</code>. Both Hessenberg matrix <code>h</code> and unitary matrix <code>q</code> is returned, such that <code>x = q *@ h *@ (transpose q)</code>.</p><p>.. math:: X = Q H Q^T</p></div></div><h6 id="eigenvalues-&amp;-eigenvectors"><a href="#eigenvalues-&amp;-eigenvectors" class="anchor"></a>Eigenvalues &amp; eigenvectors</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eig"><a href="#val-eig" class="anchor"></a><code><span><span class="keyword">val</span> eig : 
+  <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>qzvals ~otyp x y</code> is similar to <code>qz ~otyp x y</code> but only returns the generalised eigen values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hess"><a href="#val-hess" class="anchor"></a><code><span><span class="keyword">val</span> hess : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>hess x -&gt; (h, q)</code> calculates the Hessenberg form of a given matrix <code>x</code>. Both Hessenberg matrix <code>h</code> and unitary matrix <code>q</code> is returned, such that <code>x = q *@ h *@ (transpose q)</code>.</p><p>X = Q H Q^T</p></div></div><h6 id="eigenvalues-&amp;-eigenvectors"><a href="#eigenvalues-&amp;-eigenvectors" class="anchor"></a>Eigenvalues &amp; eigenvectors</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eig"><a href="#val-eig" class="anchor"></a><code><span><span class="keyword">val</span> eig : 
   <span><span class="optlabel">?permute</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?scale</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
@@ -41,33 +59,35 @@
   <span><span class="optlabel">?scale</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>eigvals x -&gt; w</code> is similar to <code>eig</code> but only computes the eigenvalues of an arbitrary square matrix <code>x</code>.</p></div></div><h6 id="linear-system-of-equations"><a href="#linear-system-of-equations" class="anchor"></a>Linear system of equations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-null"><a href="#val-null" class="anchor"></a><code><span><span class="keyword">val</span> null : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>null a -&gt; x</code> computes an orthonormal basis <code>x</code> for the null space of <code>a</code> obtained from the singular value decomposition. Namely, <code>a *@ x</code> has negligible elements, <code>M.col_num x</code> is the nullity of <code>a</code>, and <code>transpose x *@ x = I</code>. Namely,</p><p>.. math:: X^T X = I</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triangular_solve"><a href="#val-triangular_solve" class="anchor"></a><code><span><span class="keyword">val</span> triangular_solve : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>eigvals x -&gt; w</code> is similar to <code>eig</code> but only computes the eigenvalues of an arbitrary square matrix <code>x</code>.</p></div></div><h6 id="linear-system-of-equations"><a href="#linear-system-of-equations" class="anchor"></a>Linear system of equations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-null"><a href="#val-null" class="anchor"></a><code><span><span class="keyword">val</span> null : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>null a -&gt; x</code> computes an orthonormal basis <code>x</code> for the null space of <code>a</code> obtained from the singular value decomposition. Namely, <code>a *@ x</code> has negligible elements, <code>M.col_num x</code> is the nullity of <code>a</code>, and <code>transpose x *@ x = I</code>. Namely,</p><p>X^T X = I</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triangular_solve"><a href="#val-triangular_solve" class="anchor"></a><code><span><span class="keyword">val</span> triangular_solve : 
   <span><span class="label">upper</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>triangular_linsolve a b -&gt; x</code> solves a linear system of equations <code>a * x = b</code> where <code>a</code> is either a upper or a lower triangular matrix. This function uses cblas <code>trsm</code> under the hood.</p><p>.. math:: AX = B</p><p>By default, <code>trans = false</code> indicates no transpose. If <code>trans = true</code>, then function will solve <code>A^T * x = b</code> for real matrices; <code>A^H * x = b</code> for complex matrices.</p><p>.. math:: A^H X = B</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>triangular_linsolve a b -&gt; x</code> solves a linear system of equations <code>a * x = b</code> where <code>a</code> is either a upper or a lower triangular matrix. This function uses cblas <code>trsm</code> under the hood.</p><p>AX = B</p><p>By default, <code>trans = false</code> indicates no transpose. If <code>trans = true</code>, then function will solve <code>A^T * x = b</code> for real matrices; <code>A^H * x = b</code> for complex matrices.</p><p>A^H X = B</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>linsolve a b -&gt; x</code> solves a linear system of equations <code>a * x = b</code> in the following form. By default, <code>typ=`n</code> and the function use LU factorisation with partial pivoting when <code>a</code> is square and QR factorisation with column pivoting otherwise. The number of rows of <code>a</code> must equal the number of rows of <code>b</code>. If <code>a</code> is a upper(lower) triangular matrix, the function calls the <code>solve_triangular</code> function when <code>typ=`u</code>(<code>typ=`l</code>).</p><p>.. math:: AX = B</p><p>By default, <code>trans = false</code> indicates no transpose. If <code>trans = true</code>, then function will solve <code>A^T * x = b</code> for real matrices; <code>A^H * x = b</code> for complex matrices.</p><p>.. math:: A^H X = B</p><p>The associated operator is <code>/@</code>, so you can simply use <code>a /@ b</code> to solve the linear equation system to get <code>x</code>. Please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linreg"><a href="#val-linreg" class="anchor"></a><code><span><span class="keyword">val</span> linreg : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>linreg x y -&gt; (a, b)</code> solves <code>y = a + b*x</code> using Ordinary Least Squares.</p><p>.. math:: Y = A + BX</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves a Sylvester equation in the following form. The function calls LAPACKE function <code>trsyl</code> solve the system.</p><p>.. math:: AX + XB = C</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>b</code> : <code>n x n</code> matrix B. * <code>c</code> : <code>m x n</code> matrix C.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves a continuous Lyapunov equation in the following form. The function calls LAPACKE function <code>trsyl</code> solve the system. In Matlab, the same function is called <code>lyap</code>.</p><p>.. math:: AX + XA^H = Q</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>q</code> : <code>n x n</code> matrix Q.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>linsolve a b -&gt; x</code> solves a linear system of equations <code>a * x = b</code> in the following form. By default, <code>typ=`n</code> and the function use LU factorisation with partial pivoting when <code>a</code> is square and QR factorisation with column pivoting otherwise. The number of rows of <code>a</code> must equal the number of rows of <code>b</code>. If <code>a</code> is a upper(lower) triangular matrix, the function calls the <code>solve_triangular</code> function when <code>typ=`u</code>(<code>typ=`l</code>).</p><p>AX = B</p><p>By default, <code>trans = false</code> indicates no transpose. If <code>trans = true</code>, then function will solve <code>A^T * x = b</code> for real matrices; <code>A^H * x = b</code> for complex matrices.</p><p>A^H X = B</p><p>The associated operator is <code>/@</code>, so you can simply use <code>a /@ b</code> to solve the linear equation system to get <code>x</code>. Please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linreg"><a href="#val-linreg" class="anchor"></a><code><span><span class="keyword">val</span> linreg : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>linreg x y -&gt; (a, b)</code> solves <code>y = a + b*x</code> using Ordinary Least Squares.</p><p>Y = A + BX</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves a Sylvester equation in the following form. The function calls LAPACKE function <code>trsyl</code> solve the system.</p><p>AX + XB = C</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>b</code> : <code>n x n</code> matrix B. * <code>c</code> : <code>m x n</code> matrix C.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves a continuous Lyapunov equation in the following form. The function calls LAPACKE function <code>trsyl</code> solve the system. In Matlab, the same function is called <code>lyap</code>.</p><p>AX + XA^H = Q</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>q</code> : <code>n x n</code> matrix Q.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov a q</code> solves a discrete-time Lyapunov equation in the following form.</p><p>.. math:: X - AXA^H = Q</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>q</code> : <code>n x n</code> matrix Q.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov a q</code> solves a discrete-time Lyapunov equation in the following form.</p><p>X - AXA^H = Q</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>q</code> : <code>n x n</code> matrix Q.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the continuous-time algebraic Riccati equation system in the following form. The algorithm is based on :cite:`laub1979schur`.</p><p>.. math:: A^T X + X A − X B R^</p><p>1</p><p>}</p><p>B^T X + Q = 0</p><p>Parameters: * <code>a</code> : real cofficient matrix A. * <code>b</code> : real cofficient matrix B. * <code>q</code> : real cofficient matrix Q. * <code>r</code> : real cofficient matrix R. R must be non-singular. * <code>diag_r</code> : true if R is a diagonal matrix, false by default.</p><p>Returns: * <code>x</code> : a solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the continuous-time algebraic Riccati equation system in the following form. The algorithm is based on :cite:`laub1979schur`.</p><div><pre class="odoc-katex-math display">
+  A^T X + X A − X B R^{-1} B^T X + Q = 0</pre></div><p>Parameters: * <code>a</code> : real cofficient matrix A. * <code>b</code> : real cofficient matrix B. * <code>q</code> : real cofficient matrix Q. * <code>r</code> : real cofficient matrix R. R must be non-singular. * <code>diag_r</code> : true if R is a diagonal matrix, false by default.</p><p>Returns: * <code>x</code> : a solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the discrete-time algebraic Riccati equation system in the following form. The algorithm is based on :cite:`laub1979schur`.</p><p>.. math:: A^T X A - X - (A^T X B) (B^T X B + R)^</p><p>1</p><p>}</p><p>(B^T X A) + Q = 0</p><p>Parameters: * <code>a</code> : real cofficient matrix A. A must be non-singular. * <code>b</code> : real cofficient matrix B. * <code>q</code> : real cofficient matrix Q. * <code>r</code> : real cofficient matrix R. R must be non-singular. * <code>diag_r</code> : true if R is a diagonal matrix, false by default.</p><p>Returns: * <code>x</code> : a symmetric solution matrix X.</p></div></div><h6 id="low-level-factorisation-functions"><a href="#low-level-factorisation-functions" class="anchor"></a>Low-level factorisation functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-lufact"><a href="#val-lufact" class="anchor"></a><code><span><span class="keyword">val</span> lufact : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lufact x -&gt; (a, ipiv)</code> calculates LU factorisation with pivot of a general matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qrfact"><a href="#val-qrfact" class="anchor"></a><code><span><span class="keyword">val</span> qrfact : 
+  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the discrete-time algebraic Riccati equation system in the following form.</p><div><pre class="odoc-katex-math display">
+  A^T X A - X - (A^T X B) (B^T X B + R)^{-1} (B^T X A) + Q = 0</pre></div><p>Parameters: * <code>a</code> : real cofficient matrix A. A must be non-singular. * <code>b</code> : real cofficient matrix B. * <code>q</code> : real cofficient matrix Q. * <code>r</code> : real cofficient matrix R. R must be non-singular. * <code>diag_r</code> : true if R is a diagonal matrix, false by default.</p><p>Returns: * <code>x</code> : a symmetric solution matrix X.</p></div></div><h6 id="low-level-factorisation-functions"><a href="#low-level-factorisation-functions" class="anchor"></a>Low-level factorisation functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-lufact"><a href="#val-lufact" class="anchor"></a><code><span><span class="keyword">val</span> lufact : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lufact x -&gt; (a, ipiv)</code> calculates LU factorisation with pivot of a general matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qrfact"><a href="#val-qrfact" class="anchor"></a><code><span><span class="keyword">val</span> qrfact : 
   <span><span class="optlabel">?pivot</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>qrfact x -&gt; (a, tau, jpvt)</code> calculates QR factorisation of a general matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bkfact"><a href="#val-bkfact" class="anchor"></a><code><span><span class="keyword">val</span> bkfact : 
@@ -75,7 +95,8 @@
   <span><span class="optlabel">?symmetric</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?rook</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>bk x -&gt; (a, ipiv)</code> calculates Bunch-Kaufman factorisation of <code>x</code>. If <code>symmetric = true</code> then <code>x</code> is symmetric, if <code>symmetric = false</code> then <code>x</code> is hermitian. If <code>rook = true</code> the function performs bounded Bunch-Kaufman (&quot;rook&quot;) diagonal pivoting method, if <code>rook = false</code> then Bunch-Kaufman diagonal pivoting method is used. <code>a</code> contains details of the block-diagonal matrix <code>d</code> and the multipliers used to obtain the factor <code>u</code> (or <code>l</code>).</p><p>The <code>upper</code> indicates whether the upper or lower triangular part of <code>x</code> is stored and how <code>x</code> is factored. If <code>upper = true</code> then upper triangular part is stored: <code>x = u*d*u'</code> else <code>x = l*d*l'</code>.</p><p>For <code>ipiv</code>, it indicates the details of the interchanges and the block structure of <code>d</code>. Please refer to the function <code>sytrf</code>, <code>hetrf</code> in MKL documentation for more details.</p></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-mpow"><a href="#val-mpow" class="anchor"></a><code><span><span class="keyword">val</span> mpow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mpow x r</code> returns the dot product of square matrix <code>x</code> with itself <code>r</code> times, and more generally raises the matrix to the <code>r</code>th power. <code>r</code> is a float that must be equal to an integer; it can be be negative, zero, or positive. Non-integer exponents are not yet implemented. (If <code>r</code> is negative, <code>mpow</code> calls <code>inv</code>, and warnings in documentation for <code>inv</code> apply.)</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expm"><a href="#val-expm" class="anchor"></a><code><span><span class="keyword">val</span> expm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>expm x</code> computes the matrix exponential of <code>x</code> defined by</p><p>.. math:: e^x = \sum_<code>k=0</code>^<code>\infty</code> \frac</p><p></p><p><code>k!</code> x^k</p><p>The function implements the scaling and squaring algorithm which uses Padé approximation to compute the matrix exponential :cite:`al2009new`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinm"><a href="#val-sinm" class="anchor"></a><code><span><span class="keyword">val</span> sinm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinm x</code> computes the matrix sine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosm"><a href="#val-cosm" class="anchor"></a><code><span><span class="keyword">val</span> cosm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cosm x</code> computes the matrix cosine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanm"><a href="#val-tanm" class="anchor"></a><code><span><span class="keyword">val</span> tanm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tanm x</code> computes the matrix tangent of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sincosm"><a href="#val-sincosm" class="anchor"></a><code><span><span class="keyword">val</span> sincosm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sincosm x</code> returns both matrix sine and cosine of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinhm"><a href="#val-sinhm" class="anchor"></a><code><span><span class="keyword">val</span> sinhm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinhm x</code> computes the hyperbolic matrix sine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-coshm"><a href="#val-coshm" class="anchor"></a><code><span><span class="keyword">val</span> coshm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>coshm x</code> computes the hyperbolic matrix cosine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanhm"><a href="#val-tanhm" class="anchor"></a><code><span><span class="keyword">val</span> tanhm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tanhm x</code> computes the hyperbolic matrix tangent of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinhcoshm"><a href="#val-sinhcoshm" class="anchor"></a><code><span><span class="keyword">val</span> sinhcoshm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinhcoshm x</code> returns both hyperbolic matrix sine and cosine of <code>x</code>.</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-select_ev"><a href="#val-select_ev" class="anchor"></a><code><span><span class="keyword">val</span> select_ev : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>bk x -&gt; (a, ipiv)</code> calculates Bunch-Kaufman factorisation of <code>x</code>. If <code>symmetric = true</code> then <code>x</code> is symmetric, if <code>symmetric = false</code> then <code>x</code> is hermitian. If <code>rook = true</code> the function performs bounded Bunch-Kaufman (&quot;rook&quot;) diagonal pivoting method, if <code>rook = false</code> then Bunch-Kaufman diagonal pivoting method is used. <code>a</code> contains details of the block-diagonal matrix <code>d</code> and the multipliers used to obtain the factor <code>u</code> (or <code>l</code>).</p><p>The <code>upper</code> indicates whether the upper or lower triangular part of <code>x</code> is stored and how <code>x</code> is factored. If <code>upper = true</code> then upper triangular part is stored: <code>x = u*d*u'</code> else <code>x = l*d*l'</code>.</p><p>For <code>ipiv</code>, it indicates the details of the interchanges and the block structure of <code>d</code>. Please refer to the function <code>sytrf</code>, <code>hetrf</code> in MKL documentation for more details.</p></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-mpow"><a href="#val-mpow" class="anchor"></a><code><span><span class="keyword">val</span> mpow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mpow x r</code> returns the dot product of square matrix <code>x</code> with itself <code>r</code> times, and more generally raises the matrix to the <code>r</code>th power. <code>r</code> is a float that must be equal to an integer; it can be be negative, zero, or positive. Non-integer exponents are not yet implemented. (If <code>r</code> is negative, <code>mpow</code> calls <code>inv</code>, and warnings in documentation for <code>inv</code> apply.)</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expm"><a href="#val-expm" class="anchor"></a><code><span><span class="keyword">val</span> expm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>expm x</code> computes the matrix exponential of <code>x</code> defined by</p><div><pre class="odoc-katex-math display">
+  e^x = \sum_{k=0}^{\infty} \frac{1}{k!} x^k</pre></div><p>The function implements the scaling and squaring algorithm which uses Padé approximation to compute the matrix exponential :cite:`al2009new`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinm"><a href="#val-sinm" class="anchor"></a><code><span><span class="keyword">val</span> sinm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinm x</code> computes the matrix sine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosm"><a href="#val-cosm" class="anchor"></a><code><span><span class="keyword">val</span> cosm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cosm x</code> computes the matrix cosine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanm"><a href="#val-tanm" class="anchor"></a><code><span><span class="keyword">val</span> tanm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tanm x</code> computes the matrix tangent of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sincosm"><a href="#val-sincosm" class="anchor"></a><code><span><span class="keyword">val</span> sincosm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sincosm x</code> returns both matrix sine and cosine of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinhm"><a href="#val-sinhm" class="anchor"></a><code><span><span class="keyword">val</span> sinhm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinhm x</code> computes the hyperbolic matrix sine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-coshm"><a href="#val-coshm" class="anchor"></a><code><span><span class="keyword">val</span> coshm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>coshm x</code> computes the hyperbolic matrix cosine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanhm"><a href="#val-tanhm" class="anchor"></a><code><span><span class="keyword">val</span> tanhm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tanhm x</code> computes the hyperbolic matrix tangent of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinhcoshm"><a href="#val-sinhcoshm" class="anchor"></a><code><span><span class="keyword">val</span> sinhcoshm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinhcoshm x</code> returns both hyperbolic matrix sine and cosine of <code>x</code>.</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-select_ev"><a href="#val-select_ev" class="anchor"></a><code><span><span class="keyword">val</span> select_ev : 
   <span><span>[ `LHP <span>| `RHP</span> <span>| `UDI</span> <span>| `UDO</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>select_ev keyword ev</code> generates a logical vector (of same shape as <code>ev</code>) from eigen values <code>ev</code> according to the passed in keywards.</p><ul><li><code>LHP</code>: Left-half plane :math:`(real(e) &lt; 0)`.</li><li><code>RHP</code>: Left-half plane :math:`(real(e) \ge 0)`.</li><li><code>UDI</code>: Left-half plane :math:`(abs(e) &lt; 1)`.</li><li><code>UDO</code>: Left-half plane :math:`(abs(e) \ge 0)`.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-peakflops"><a href="#val-peakflops" class="anchor"></a><code><span><span class="keyword">val</span> peakflops : <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>peakflops ()</code> returns the peak number of float point operations using <code>Owl_cblas_basic.dgemm</code> function. The default matrix size is <code>2000 x 2000</code>, but you can change this by setting <code>n</code> to other numbers as you like.</p></div></div></details></div></div></body></html>
+  <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>select_ev keyword ev</code> generates a logical vector (of same shape as <code>ev</code>) from eigen values <code>ev</code> according to the passed in keywards.</p><ul><li><code>LHP</code>: Left-half plane <code class="odoc-katex-math">(real(e) &lt; 0)</code>.</li><li><code>RHP</code>: Left-half plane <code class="odoc-katex-math">(real(e) \ge 0)</code>.</li><li><code>UDI</code>: Left-half plane <code class="odoc-katex-math">(abs(e) &lt; 1)</code>.</li><li><code>UDO</code>: Left-half plane <code class="odoc-katex-math">(abs(e) \ge 0)</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-peakflops"><a href="#val-peakflops" class="anchor"></a><code><span><span class="keyword">val</span> peakflops : <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>peakflops ()</code> returns the peak number of float point operations using <code>Owl_cblas_basic.dgemm</code> function. The default matrix size is <code>2000 x 2000</code>, but you can change this by setting <code>n</code> to other numbers as you like.</p></div></div></details></div></div></body></html>
diff --git a/docs/owl/Owl_linalg/S/index.html b/docs/owl/Owl_linalg/S/index.html
index ec1900538..05ade6cd4 100644
--- a/docs/owl/Owl_linalg/S/index.html
+++ b/docs/owl/Owl_linalg/S/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_linalg.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_linalg_s/index.html">Owl_linalg_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../Owl_dense_matrix_s/index.html#type-mat">Owl_dense_matrix_s.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../Owl_dense_matrix_c/index.html#type-mat">Owl_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_linalg.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_linalg_s/index.html">Owl_linalg_s</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../Owl_dense_matrix_s/index.html#type-mat">Owl_dense_matrix_s.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../../Owl_dense_matrix_c/index.html#type-mat">Owl_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-complex_mat">complex_mat</a> := <a href="#type-complex_mat">complex_mat</a></span>
diff --git a/docs/owl/Owl_linalg/Z/index.html b/docs/owl/Owl_linalg/Z/index.html
index 7b63e9e65..cdeee0e4a 100644
--- a/docs/owl/Owl_linalg/Z/index.html
+++ b/docs/owl/Owl_linalg/Z/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Z (owl.Owl_linalg.Z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg</a> &#x00BB; Z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg.Z</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_linalg_z/index.html">Owl_linalg_z</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../Owl_dense_matrix_z/index.html#type-mat">Owl_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Z (owl.Owl_linalg.Z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg</a> &#x00BB; Z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg.Z</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../Owl_linalg_z/index.html">Owl_linalg_z</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../../Owl_dense_matrix_z/index.html#type-mat">Owl_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../Owl_linalg_intf/module-type-Common/index.html#type-complex_mat">complex_mat</a> = <a href="#type-mat">mat</a></span>
diff --git a/docs/owl/Owl_linalg/index.html b/docs/owl/Owl_linalg/index.html
index 1fac22701..a87ba8c24 100644
--- a/docs/owl/Owl_linalg/index.html
+++ b/docs/owl/Owl_linalg/index.html
@@ -1,2 +1,19 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg (owl.Owl_linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg</span></code></h1><p>Linear algebra: module aliases</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Generic"><a href="#module-Generic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Generic/index.html">Generic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-C"><a href="#module-C" class="anchor"></a><code><span><span class="keyword">module</span> <a href="C/index.html">C</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Z"><a href="#module-Z" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Z/index.html">Z</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg (owl.Owl_linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script><link rel="stylesheet" href="../../odoc.support/katex.min.css"/><script src="../../odoc.support/katex.min.js"></script><script>
+//<![CDATA[
+
+          document.addEventListener("DOMContentLoaded", function () {
+            var elements = Array.from(document.getElementsByClassName("odoc-katex-math"));
+            for (var i = 0; i < elements.length; i++) {
+              var el = elements[i];
+              var content = el.textContent;
+              var new_el = document.createElement("span");
+              new_el.setAttribute("class", "odoc-katex-math-rendered");
+              var display = el.classList.contains("display");
+              katex.render(content, new_el, { throwOnError: false, displayMode: display });
+              el.replaceWith(new_el);
+            }
+          });
+        
+//]]>
+</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg</span></code></h1><p>Linear algebra: module aliases</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Generic"><a href="#module-Generic" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Generic/index.html">Generic</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-C"><a href="#module-C" class="anchor"></a><code><span><span class="keyword">module</span> <a href="C/index.html">C</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Z"><a href="#module-Z" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Z/index.html">Z</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_linalg_c/index.html b/docs/owl/Owl_linalg_c/index.html
index 3456e0710..ba5cc4cb7 100644
--- a/docs/owl/Owl_linalg_c/index.html
+++ b/docs/owl/Owl_linalg_c/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_c (owl.Owl_linalg_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_c</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_dense_matrix_c/index.html#type-mat">Owl_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_c (owl.Owl_linalg_c)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_c</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_c</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_dense_matrix_c/index.html#type-mat">Owl_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-complex_mat">complex_mat</a> = <a href="#type-mat">mat</a></span>
diff --git a/docs/owl/Owl_linalg_d/index.html b/docs/owl/Owl_linalg_d/index.html
index 8a3defe5c..847065117 100644
--- a/docs/owl/Owl_linalg_d/index.html
+++ b/docs/owl/Owl_linalg_d/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_d (owl.Owl_linalg_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_dense_matrix_d/index.html#type-mat">Owl_dense_matrix_d.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../Owl_dense_matrix_z/index.html#type-mat">Owl_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_d (owl.Owl_linalg_d)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_d</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_d</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_dense_matrix_d/index.html#type-mat">Owl_dense_matrix_d.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../Owl_dense_matrix_z/index.html#type-mat">Owl_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-complex_mat">complex_mat</a> := <a href="#type-complex_mat">complex_mat</a></span>
diff --git a/docs/owl/Owl_linalg_generic/index.html b/docs/owl/Owl_linalg_generic/index.html
index 84e25dc36..c0a0db522 100644
--- a/docs/owl/Owl_linalg_generic/index.html
+++ b/docs/owl/Owl_linalg_generic/index.html
@@ -1,5 +1,23 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_generic (owl.Owl_linalg_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_generic</span></code></h1><p>Linear algebra module including high-level functions to solve linear systems, factorisation, and etc.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li><li><a href="#check-matrix-types">Check matrix types</a></li><li><a href="#factorisation">Factorisation</a></li><li><a href="#eigenvalues-&amp;-eigenvectors">Eigenvalues &amp; eigenvectors</a></li><li><a href="#linear-system-of-equations">Linear system of equations</a></li><li><a href="#low-level-factorisation-functions">Low-level factorisation functions</a></li><li><a href="#matrix-functions">Matrix functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><p>The module includes a set of advanced linear algebra operations such as singular value decomposition, and etc.</p><p>Currently, Linalg module supports dense matrix of four different number types, including <code>float32</code>, <code>float64</code>, <code>complex32</code>, and <code>complex64</code>. The support for sparse matrices will be provided in future.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div><div class="spec-doc"><p>Matrix type, a special case of N-dimensional array.</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>inv x</code> calculates the inverse of an invertible square matrix <code>x</code> such that <code>x *@ x = I</code> wherein <code>I</code> is an identity matrix. (If <code>x</code> is singular, <code>inv</code> will return a useless result.)</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pinv"><a href="#val-pinv" class="anchor"></a><code><span><span class="keyword">val</span> pinv : <span><span class="optlabel">?tol</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pinv x</code> computes Moore-Penrose pseudoinverse of matrix <code>x</code>. <code>tol</code> specifies the tolerance, the absolute value of the elements smaller than <code>tol</code> will be set to zeros.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-det"><a href="#val-det" class="anchor"></a><code><span><span class="keyword">val</span> det : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>det x</code> computes the determinant of a square matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>logdet x</code> computes the log of the determinant of a square matrix <code>x</code>. It is equivalent to <code>log (det x)</code> but may provide more accuracy and efficiency.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rank"><a href="#val-rank" class="anchor"></a><code><span><span class="keyword">val</span> rank : <span><span class="optlabel">?tol</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>rank x</code> calculates the rank of a rectangular matrix <code>x</code> of shape <code>m x n</code>. The function does so by counting the number of singular values of <code>x</code> which are beyond a pre-defined threshold <code>tol</code>. By default, <code>tol = max(m,n) * eps</code> where <code>eps = 1e-10</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-norm"><a href="#val-norm" class="anchor"></a><code><span><span class="keyword">val</span> norm : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>norm ~p x</code> computes the matrix p-norm of the passed in matrix <code>x</code>.</p><p>Parameters: * <code>p</code> is the order of norm, the default value is 2. * <code>x</code> is the input matrix.</p><p>Returns: * If <code>p = 1</code>, then returns the maximum absolute column sum of the matrix. * If <code>p = 2</code>, then returns approximately <code>max (svd x)</code>. * If <code>p = infinity</code>, then returns the maximum absolute row sum of the matrix. * If <code>p = -1</code>, then returns the minimum absolute column sum of the matrix. * If <code>p = -2</code>, then returns approximately <code>min (svd x)</code>. * If <code>p = -infinity</code>, then returns the minimum absolute row sum of the matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vecnorm"><a href="#val-vecnorm" class="anchor"></a><code><span><span class="keyword">val</span> vecnorm : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>vecnorm ~p x</code> calculates the generalised vector p-norm, defined as below. If <code>x</code> is a martrix, it will be flatten to a vector first. Different from the function of the same name in :doc:`owl_dense_ndarray_generic`, this function assumes the input is either 1d vector or 2d matrix.</p><p>.. math:: ||v||_p = \Big<code> \sum_{k=0}^{N-1} |v_k|^p \Big</code>^</p><p>/p</p><p>Parameters: * <code>p</code> is the order of norm, the default value is 2. * <code>x</code> is the input vector or matrix.</p><p>Returns: * If <code>p = infinity</code>, then returns :math:`||v||_<code>\infty</code> = \max_i(|v(i)|)`. * If <code>p = -infinity</code>, then returns :math:`||v||_</p><p>\infty</p><p>}</p><p>= \min_i(|v(i)|)`. * If <code>p = 2</code> and <code>x</code> is a matrix, then returns Frobenius norm of <code>x</code>. * Otherwise returns generalised vector p-norm defined above.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cond"><a href="#val-cond" class="anchor"></a><code><span><span class="keyword">val</span> cond : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cond ~p x</code> computes the p-norm condition number of matrix <code>x</code>.</p><p><code>cond ~p:1. x</code> returns the 1-norm condition number;</p><p><code>cond ~p:2. x</code> or <code>cond x</code> returns the 2-norm condition number.</p><p><code>cond ~p:infinity x</code> returns the infinity norm condition number.</p><p>The default value of <code>p</code> is <code>2.</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rcond"><a href="#val-rcond" class="anchor"></a><code><span><span class="keyword">val</span> rcond : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>rcond x</code> returns an estimate for the reciprocal condition of <code>x</code> in 1-norm. If <code>x</code> is well conditioned, the returned result is near <code>1.0</code>. If <code>x</code> is badly conditioned, the result is near <code>0.</code></p></div></div><h6 id="check-matrix-types"><a href="#check-matrix-types" class="anchor"></a>Check matrix types</h6><div class="odoc-spec"><div class="spec value anchored" id="val-is_square"><a href="#val-is_square" class="anchor"></a><code><span><span class="keyword">val</span> is_square : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_square x</code> returns <code>true</code> if <code>x</code> is a square matrix otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_triu"><a href="#val-is_triu" class="anchor"></a><code><span><span class="keyword">val</span> is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_triu x</code> returns <code>true</code> if <code>x</code> is upper triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_tril"><a href="#val-is_tril" class="anchor"></a><code><span><span class="keyword">val</span> is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_tril x</code> returns <code>true</code> if <code>x</code> is lower triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_symmetric"><a href="#val-is_symmetric" class="anchor"></a><code><span><span class="keyword">val</span> is_symmetric : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_symmetric x</code> returns <code>true</code> if <code>x</code> is symmetric otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_hermitian"><a href="#val-is_hermitian" class="anchor"></a><code><span><span class="keyword">val</span> is_hermitian : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_hermitian x</code> returns <code>true</code> if <code>x</code> is hermitian otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_diag"><a href="#val-is_diag" class="anchor"></a><code><span><span class="keyword">val</span> is_diag : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_diag x</code> returns <code>true</code> if <code>x</code> is diagonal otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_posdef"><a href="#val-is_posdef" class="anchor"></a><code><span><span class="keyword">val</span> is_posdef : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_posdef x</code> checks whether <code>x</code> is a positive semi-definite matrix.</p></div></div><h6 id="factorisation"><a href="#factorisation" class="anchor"></a>Factorisation</h6><div class="odoc-spec"><div class="spec value anchored" id="val-lu"><a href="#val-lu" class="anchor"></a><code><span><span class="keyword">val</span> lu : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_generic (owl.Owl_linalg_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script><link rel="stylesheet" href="../../odoc.support/katex.min.css"/><script src="../../odoc.support/katex.min.js"></script><script>
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+</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_generic</span></code></h1><p>Linear algebra module including high-level functions to solve linear systems, factorisation, and etc.</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#basic-functions">Basic functions</a></li><li><a href="#check-matrix-types">Check matrix types</a></li><li><a href="#factorisation">Factorisation</a></li><li><a href="#eigenvalues-&amp;-eigenvectors">Eigenvalues &amp; eigenvectors</a></li><li><a href="#linear-system-of-equations">Linear system of equations</a></li><li><a href="#low-level-factorisation-functions">Low-level factorisation functions</a></li><li><a href="#matrix-functions">Matrix functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><p>The module includes a set of advanced linear algebra operations such as singular value decomposition, and etc.</p><p>Currently, Linalg module supports dense matrix of four different number types, including <code>float32</code>, <code>float64</code>, <code>complex32</code>, and <code>complex64</code>. The support for sparse matrices will be provided in future.</p><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>('a, 'b) t</span></span><span> = <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div><div class="spec-doc"><p>Matrix type, a special case of N-dimensional array.</p></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>inv x</code> calculates the inverse of an invertible square matrix <code>x</code> such that <code>x *@ x = I</code> wherein <code>I</code> is an identity matrix. (If <code>x</code> is singular, <code>inv</code> will return a useless result.)</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pinv"><a href="#val-pinv" class="anchor"></a><code><span><span class="keyword">val</span> pinv : <span><span class="optlabel">?tol</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>pinv x</code> computes Moore-Penrose pseudoinverse of matrix <code>x</code>. <code>tol</code> specifies the tolerance, the absolute value of the elements smaller than <code>tol</code> will be set to zeros.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-det"><a href="#val-det" class="anchor"></a><code><span><span class="keyword">val</span> det : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>det x</code> computes the determinant of a square matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>logdet x</code> computes the log of the determinant of a square matrix <code>x</code>. It is equivalent to <code>log (det x)</code> but may provide more accuracy and efficiency.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rank"><a href="#val-rank" class="anchor"></a><code><span><span class="keyword">val</span> rank : <span><span class="optlabel">?tol</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>rank x</code> calculates the rank of a rectangular matrix <code>x</code> of shape <code>m x n</code>. The function does so by counting the number of singular values of <code>x</code> which are beyond a pre-defined threshold <code>tol</code>. By default, <code>tol = max(m,n) * eps</code> where <code>eps = 1e-10</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-norm"><a href="#val-norm" class="anchor"></a><code><span><span class="keyword">val</span> norm : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>norm ~p x</code> computes the matrix p-norm of the passed in matrix <code>x</code>.</p><p>Parameters: * <code>p</code> is the order of norm, the default value is 2. * <code>x</code> is the input matrix.</p><p>Returns: * If <code>p = 1</code>, then returns the maximum absolute column sum of the matrix. * If <code>p = 2</code>, then returns approximately <code>max (svd x)</code>. * If <code>p = infinity</code>, then returns the maximum absolute row sum of the matrix. * If <code>p = -1</code>, then returns the minimum absolute column sum of the matrix. * If <code>p = -2</code>, then returns approximately <code>min (svd x)</code>. * If <code>p = -infinity</code>, then returns the minimum absolute row sum of the matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vecnorm"><a href="#val-vecnorm" class="anchor"></a><code><span><span class="keyword">val</span> vecnorm : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>vecnorm ~p x</code> calculates the generalised vector p-norm, defined as below. If <code>x</code> is a martrix, it will be flatten to a vector first. Different from the function of the same name in :doc:`owl_dense_ndarray_generic`, this function assumes the input is either 1d vector or 2d matrix.</p><div><pre class="odoc-katex-math display">
+  ||v||_p = \Big[ \sum_{k=0}^{N-1} |v_k|^p \Big]^{1/p}</pre></div><p>Parameters: * <code>p</code> is the order of norm, the default value is 2. * <code>x</code> is the input vector or matrix.</p><p>Returns: * If <code>p = infinity</code>, then returns <code class="odoc-katex-math">||v||_{\infty} = \max_i(|v(i)|)</code> * If <code>p = -infinity</code>, then returns <code class="odoc-katex-math">||v||_{-\infty} = \min_i(|v(i)|)</code>. * If <code>p = 2</code> and <code>x</code> is a matrix, then returns Frobenius norm of <code>x</code>. * Otherwise returns generalised vector p-norm defined above.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cond"><a href="#val-cond" class="anchor"></a><code><span><span class="keyword">val</span> cond : <span><span class="optlabel">?p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cond ~p x</code> computes the p-norm condition number of matrix <code>x</code>.</p><p><code>cond ~p:1. x</code> returns the 1-norm condition number;</p><p><code>cond ~p:2. x</code> or <code>cond x</code> returns the 2-norm condition number.</p><p><code>cond ~p:infinity x</code> returns the infinity norm condition number.</p><p>The default value of <code>p</code> is <code>2.</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rcond"><a href="#val-rcond" class="anchor"></a><code><span><span class="keyword">val</span> rcond : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>rcond x</code> returns an estimate for the reciprocal condition of <code>x</code> in 1-norm. If <code>x</code> is well conditioned, the returned result is near <code>1.0</code>. If <code>x</code> is badly conditioned, the result is near <code>0.</code></p></div></div><h6 id="check-matrix-types"><a href="#check-matrix-types" class="anchor"></a>Check matrix types</h6><div class="odoc-spec"><div class="spec value anchored" id="val-is_square"><a href="#val-is_square" class="anchor"></a><code><span><span class="keyword">val</span> is_square : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_square x</code> returns <code>true</code> if <code>x</code> is a square matrix otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_triu"><a href="#val-is_triu" class="anchor"></a><code><span><span class="keyword">val</span> is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_triu x</code> returns <code>true</code> if <code>x</code> is upper triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_tril"><a href="#val-is_tril" class="anchor"></a><code><span><span class="keyword">val</span> is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_tril x</code> returns <code>true</code> if <code>x</code> is lower triangular otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_symmetric"><a href="#val-is_symmetric" class="anchor"></a><code><span><span class="keyword">val</span> is_symmetric : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_symmetric x</code> returns <code>true</code> if <code>x</code> is symmetric otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_hermitian"><a href="#val-is_hermitian" class="anchor"></a><code><span><span class="keyword">val</span> is_hermitian : <span><span><span>(<span class="xref-unresolved">Stdlib</span>.Complex.t, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_hermitian x</code> returns <code>true</code> if <code>x</code> is hermitian otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_diag"><a href="#val-is_diag" class="anchor"></a><code><span><span class="keyword">val</span> is_diag : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_diag x</code> returns <code>true</code> if <code>x</code> is diagonal otherwise <code>false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_posdef"><a href="#val-is_posdef" class="anchor"></a><code><span><span class="keyword">val</span> is_posdef : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_posdef x</code> checks whether <code>x</code> is a positive semi-definite matrix.</p></div></div><h6 id="factorisation"><a href="#factorisation" class="anchor"></a>Factorisation</h6><div class="odoc-spec"><div class="spec value anchored" id="val-lu"><a href="#val-lu" class="anchor"></a><code><span><span class="keyword">val</span> lu : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lu x -&gt; (l, u, ipiv)</code> calculates LU decomposition of <code>x</code>. The pivoting is used by default.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lq x -&gt; (l, q)</code> calculates the LQ decomposition of <code>x</code>. By default, the reduced LQ decomposition is performed. But you can get full <code>Q</code> by setting parameter <code>thin = false</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : 
   <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span>
@@ -11,16 +29,16 @@
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>gsvd x y -&gt; (u, v, q, d1, d2, r)</code> computes the generalised singular value decomposition of a pair of general rectangular matrices <code>x</code> and <code>y</code>. <code>d1</code> and <code>d2</code> contain the generalised singular value pairs of <code>x</code> and <code>y</code>. The shape of <code>x</code> is <code>m x n</code> and the shape of <code>y</code> is <code>p x n</code>.</p><p>.. code-block:: ocaml</p><p>let x = Mat.uniform 5 5;; let y = Mat.uniform 2 5;; let u, v, q, d1, d2, r = Linalg.gsvd x y;; Mat.(u *@ d1 *@ r *@ transpose q =~ x);; Mat.(v *@ d2 *@ r *@ transpose q =~ y);;</p><p>Please refer to: `Intel MKL Reference &lt;https://software.intel.com/en-us/mkl-developer-reference-c-ggsvd3&gt;`_</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gsvdvals"><a href="#val-gsvdvals" class="anchor"></a><code><span><span class="keyword">val</span> gsvdvals : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>gsvdvals x y</code> is similar to <code>gsvd x y</code> but only returns the singular values of the generalised singular value decomposition of <code>x</code> and <code>y</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-schur"><a href="#val-schur" class="anchor"></a><code><span><span class="keyword">val</span> schur : 
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>schur x -&gt; (t, z, w)</code> calculates Schur factorisation of <code>x</code> in the following form.</p><p>.. math:: X = Z T Z^H</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values. * <code>x</code>: the <code>n x n</code> square matrix.</p><p>Returns: * <code>t</code> is (quasi) triangular Schur factor. * <code>z</code> is orthogonal/unitary Schur vectors. The eigen values are not sorted, they have the same order as that they appear on the diagonal of the output of Schur form <code>t</code>. * <code>w</code> contains the eigen values of <code>x</code>. <code>otyp</code> is used to specify the type of <code>w</code>. It needs to be consistent with input type. E.g., if the input <code>x</code> is <code>float32</code> then <code>otyp</code> must be <code>complex32</code>. However, if you use S, D, C, Z module, then you do not need to worry about <code>otyp</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-schur_tz"><a href="#val-schur_tz" class="anchor"></a><code><span><span class="keyword">val</span> schur_tz : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>schur_tz x</code> is similar to <code>schur</code> but only returns <code>(t, z)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ordschur"><a href="#val-ordschur" class="anchor"></a><code><span><span class="keyword">val</span> ordschur : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>schur x -&gt; (t, z, w)</code> calculates Schur factorisation of <code>x</code> in the following form: <code class="odoc-katex-math">X = Z T Z^H</code>.</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values. * <code>x</code>: the <code>n x n</code> square matrix.</p><p>Returns: * <code>t</code> is (quasi) triangular Schur factor. * <code>z</code> is orthogonal/unitary Schur vectors. The eigen values are not sorted, they have the same order as that they appear on the diagonal of the output of Schur form <code>t</code>. * <code>w</code> contains the eigen values of <code>x</code>. <code>otyp</code> is used to specify the type of <code>w</code>. It needs to be consistent with input type. E.g., if the input <code>x</code> is <code>float32</code> then <code>otyp</code> must be <code>complex32</code>. However, if you use S, D, C, Z module, then you do not need to worry about <code>otyp</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-schur_tz"><a href="#val-schur_tz" class="anchor"></a><code><span><span class="keyword">val</span> schur_tz : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>schur_tz x</code> is similar to <code>schur</code> but only returns <code>(t, z)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ordschur"><a href="#val-ordschur" class="anchor"></a><code><span><span class="keyword">val</span> ordschur : 
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">select</span>:<span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>ordschur ~select t z -&gt; (r, p)</code> reorders <code>t</code> and <code>z</code> returned by Schur factorization <code>schur x -&gt; (t, z)</code> according <code>select</code> such that</p><p>.. math:: X = P R P^H</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values * <code>select</code> the logical vector to select eigenvalues, refer to <code>select_ev</code>. * <code>t</code>: the Schur matrix returned by <code>schur x</code>. * <code>z</code>: the unitary matrix <code>z</code> returned by <code>schur x</code>.</p><p>Returns: * <code>r</code>: reordered Schur matrix <code>t</code>. * <code>p</code>: reordered orthogonal matrix <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qz"><a href="#val-qz" class="anchor"></a><code><span><span class="keyword">val</span> qz : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>ordschur ~select t z -&gt; (r, p)</code> reorders <code>t</code> and <code>z</code> returned by Schur factorization <code>schur x -&gt; (t, z)</code> according <code>select</code> such that X = P R P^H.</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values * <code>select</code> the logical vector to select eigenvalues, refer to <code>select_ev</code>. * <code>t</code>: the Schur matrix returned by <code>schur x</code>. * <code>z</code>: the unitary matrix <code>z</code> returned by <code>schur x</code>.</p><p>Returns: * <code>r</code>: reordered Schur matrix <code>t</code>. * <code>p</code>: reordered orthogonal matrix <code>z</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qz"><a href="#val-qz" class="anchor"></a><code><span><span class="keyword">val</span> qz : 
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>qz x -&gt; (s, t, q, z, w)</code> calculates generalised Schur factorisation of <code>x</code> in the following form. It is also known as QZ decomposition.</p><p>.. math:: X = Q S Z^H Y = Z T Z^H</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values. * <code>x</code>: the <code>n x n</code> square matrix. * <code>y</code>: the <code>n x n</code> square matrix.</p><p>Returns: * <code>s</code>: the upper quasitriangular matrices S. * <code>t</code>: the upper quasitriangular matrices T. * <code>q</code>: the unitary matrices Q. * <code>z</code>: the unitary matrices Z. * <code>w</code>: the generalised eigenvalue for a pair of matrices (X,Y).</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ordqz"><a href="#val-ordqz" class="anchor"></a><code><span><span class="keyword">val</span> ordqz : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>qz x -&gt; (s, t, q, z, w)</code> calculates generalised Schur factorisation of <code>x</code> in the following form. It is also known as QZ decomposition.</p><p>X = Q S Z^H Y = Z T Z^H</p><p>Parameters: * <code>otyp</code>: the complex type of eigen values. * <code>x</code>: the <code>n x n</code> square matrix. * <code>y</code>: the <code>n x n</code> square matrix.</p><p>Returns: * <code>s</code>: the upper quasitriangular matrices S. * <code>t</code>: the upper quasitriangular matrices T. * <code>q</code>: the unitary matrices Q. * <code>z</code>: the unitary matrices Z. * <code>w</code>: the generalised eigenvalue for a pair of matrices (X,Y).</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ordqz"><a href="#val-ordqz" class="anchor"></a><code><span><span class="keyword">val</span> ordqz : 
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">select</span>:<span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
@@ -31,7 +49,7 @@
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>qzvals ~otyp x y</code> is similar to <code>qz ~otyp x y</code> but only returns the generalised eigen values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hess"><a href="#val-hess" class="anchor"></a><code><span><span class="keyword">val</span> hess : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>hess x -&gt; (h, q)</code> calculates the Hessenberg form of a given matrix <code>x</code>. Both Hessenberg matrix <code>h</code> and unitary matrix <code>q</code> is returned, such that <code>x = q *@ h *@ (transpose q)</code>.</p><p>.. math:: X = Q H Q^T</p></div></div><h6 id="eigenvalues-&amp;-eigenvectors"><a href="#eigenvalues-&amp;-eigenvectors" class="anchor"></a>Eigenvalues &amp; eigenvectors</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eig"><a href="#val-eig" class="anchor"></a><code><span><span class="keyword">val</span> eig : 
+  <span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>qzvals ~otyp x y</code> is similar to <code>qz ~otyp x y</code> but only returns the generalised eigen values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hess"><a href="#val-hess" class="anchor"></a><code><span><span class="keyword">val</span> hess : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>hess x -&gt; (h, q)</code> calculates the Hessenberg form of a given matrix <code>x</code>. Both Hessenberg matrix <code>h</code> and unitary matrix <code>q</code> is returned, such that <code>x = q *@ h *@ (transpose q)</code>.</p><p>X = Q H Q^T</p></div></div><h6 id="eigenvalues-&amp;-eigenvectors"><a href="#eigenvalues-&amp;-eigenvectors" class="anchor"></a>Eigenvalues &amp; eigenvectors</h6><div class="odoc-spec"><div class="spec value anchored" id="val-eig"><a href="#val-eig" class="anchor"></a><code><span><span class="keyword">val</span> eig : 
   <span><span class="optlabel">?permute</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?scale</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
@@ -41,33 +59,35 @@
   <span><span class="optlabel">?scale</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">otyp</span>:<span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'c</span>, <span class="type-var">'d</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>eigvals x -&gt; w</code> is similar to <code>eig</code> but only computes the eigenvalues of an arbitrary square matrix <code>x</code>.</p></div></div><h6 id="linear-system-of-equations"><a href="#linear-system-of-equations" class="anchor"></a>Linear system of equations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-null"><a href="#val-null" class="anchor"></a><code><span><span class="keyword">val</span> null : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>null a -&gt; x</code> computes an orthonormal basis <code>x</code> for the null space of <code>a</code> obtained from the singular value decomposition. Namely, <code>a *@ x</code> has negligible elements, <code>M.col_num x</code> is the nullity of <code>a</code>, and <code>transpose x *@ x = I</code>. Namely,</p><p>.. math:: X^T X = I</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triangular_solve"><a href="#val-triangular_solve" class="anchor"></a><code><span><span class="keyword">val</span> triangular_solve : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>eigvals x -&gt; w</code> is similar to <code>eig</code> but only computes the eigenvalues of an arbitrary square matrix <code>x</code>.</p></div></div><h6 id="linear-system-of-equations"><a href="#linear-system-of-equations" class="anchor"></a>Linear system of equations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-null"><a href="#val-null" class="anchor"></a><code><span><span class="keyword">val</span> null : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>null a -&gt; x</code> computes an orthonormal basis <code>x</code> for the null space of <code>a</code> obtained from the singular value decomposition. Namely, <code>a *@ x</code> has negligible elements, <code>M.col_num x</code> is the nullity of <code>a</code>, and <code>transpose x *@ x = I</code>. Namely,</p><p>X^T X = I</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triangular_solve"><a href="#val-triangular_solve" class="anchor"></a><code><span><span class="keyword">val</span> triangular_solve : 
   <span><span class="label">upper</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>triangular_linsolve a b -&gt; x</code> solves a linear system of equations <code>a * x = b</code> where <code>a</code> is either a upper or a lower triangular matrix. This function uses cblas <code>trsm</code> under the hood.</p><p>.. math:: AX = B</p><p>By default, <code>trans = false</code> indicates no transpose. If <code>trans = true</code>, then function will solve <code>A^T * x = b</code> for real matrices; <code>A^H * x = b</code> for complex matrices.</p><p>.. math:: A^H X = B</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>triangular_linsolve a b -&gt; x</code> solves a linear system of equations <code>a * x = b</code> where <code>a</code> is either a upper or a lower triangular matrix. This function uses cblas <code>trsm</code> under the hood.</p><p>AX = B</p><p>By default, <code>trans = false</code> indicates no transpose. If <code>trans = true</code>, then function will solve <code>A^T * x = b</code> for real matrices; <code>A^H * x = b</code> for complex matrices.</p><p>A^H X = B</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : 
   <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>linsolve a b -&gt; x</code> solves a linear system of equations <code>a * x = b</code> in the following form. By default, <code>typ=`n</code> and the function use LU factorisation with partial pivoting when <code>a</code> is square and QR factorisation with column pivoting otherwise. The number of rows of <code>a</code> must equal the number of rows of <code>b</code>. If <code>a</code> is a upper(lower) triangular matrix, the function calls the <code>solve_triangular</code> function when <code>typ=`u</code>(<code>typ=`l</code>).</p><p>.. math:: AX = B</p><p>By default, <code>trans = false</code> indicates no transpose. If <code>trans = true</code>, then function will solve <code>A^T * x = b</code> for real matrices; <code>A^H * x = b</code> for complex matrices.</p><p>.. math:: A^H X = B</p><p>The associated operator is <code>/@</code>, so you can simply use <code>a /@ b</code> to solve the linear equation system to get <code>x</code>. Please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linreg"><a href="#val-linreg" class="anchor"></a><code><span><span class="keyword">val</span> linreg : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>linreg x y -&gt; (a, b)</code> solves <code>y = a + b*x</code> using Ordinary Least Squares.</p><p>.. math:: Y = A + BX</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves a Sylvester equation in the following form. The function calls LAPACKE function <code>trsyl</code> solve the system.</p><p>.. math:: AX + XB = C</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>b</code> : <code>n x n</code> matrix B. * <code>c</code> : <code>m x n</code> matrix C.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves a continuous Lyapunov equation in the following form. The function calls LAPACKE function <code>trsyl</code> solve the system. In Matlab, the same function is called <code>lyap</code>.</p><p>.. math:: AX + XA^H = Q</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>q</code> : <code>n x n</code> matrix Q.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>linsolve a b -&gt; x</code> solves a linear system of equations <code>a * x = b</code> in the following form. By default, <code>typ=`n</code> and the function use LU factorisation with partial pivoting when <code>a</code> is square and QR factorisation with column pivoting otherwise. The number of rows of <code>a</code> must equal the number of rows of <code>b</code>. If <code>a</code> is a upper(lower) triangular matrix, the function calls the <code>solve_triangular</code> function when <code>typ=`u</code>(<code>typ=`l</code>).</p><p>AX = B</p><p>By default, <code>trans = false</code> indicates no transpose. If <code>trans = true</code>, then function will solve <code>A^T * x = b</code> for real matrices; <code>A^H * x = b</code> for complex matrices.</p><p>A^H X = B</p><p>The associated operator is <code>/@</code>, so you can simply use <code>a /@ b</code> to solve the linear equation system to get <code>x</code>. Please refer to :doc:`owl_operator`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-linreg"><a href="#val-linreg" class="anchor"></a><code><span><span class="keyword">val</span> linreg : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span> * <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p><code>linreg x y -&gt; (a, b)</code> solves <code>y = a + b*x</code> using Ordinary Least Squares.</p><p>Y = A + BX</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sylvester a b c</code> solves a Sylvester equation in the following form. The function calls LAPACKE function <code>trsyl</code> solve the system.</p><p>AX + XB = C</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>b</code> : <code>n x n</code> matrix B. * <code>c</code> : <code>m x n</code> matrix C.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lyapunov a q</code> solves a continuous Lyapunov equation in the following form. The function calls LAPACKE function <code>trsyl</code> solve the system. In Matlab, the same function is called <code>lyap</code>.</p><p>AX + XA^H = Q</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>q</code> : <code>n x n</code> matrix Q.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov a q</code> solves a discrete-time Lyapunov equation in the following form.</p><p>.. math:: X - AXA^H = Q</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>q</code> : <code>n x n</code> matrix Q.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>discrete_lyapunov a q</code> solves a discrete-time Lyapunov equation in the following form.</p><p>X - AXA^H = Q</p><p>Parameters: * <code>a</code> : <code>m x m</code> matrix A. * <code>q</code> : <code>n x n</code> matrix Q.</p><p>Returns: * <code>x</code> : <code>m x n</code> matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the continuous-time algebraic Riccati equation system in the following form. The algorithm is based on :cite:`laub1979schur`.</p><p>.. math:: A^T X + X A − X B R^</p><p>1</p><p>}</p><p>B^T X + Q = 0</p><p>Parameters: * <code>a</code> : real cofficient matrix A. * <code>b</code> : real cofficient matrix B. * <code>q</code> : real cofficient matrix Q. * <code>r</code> : real cofficient matrix R. R must be non-singular. * <code>diag_r</code> : true if R is a diagonal matrix, false by default.</p><p>Returns: * <code>x</code> : a solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
+  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>care ?diag_r a b q r</code> solves the continuous-time algebraic Riccati equation system in the following form. The algorithm is based on :cite:`laub1979schur`.</p><div><pre class="odoc-katex-math display">
+  A^T X + X A − X B R^{-1} B^T X + Q = 0</pre></div><p>Parameters: * <code>a</code> : real cofficient matrix A. * <code>b</code> : real cofficient matrix B. * <code>q</code> : real cofficient matrix Q. * <code>r</code> : real cofficient matrix R. R must be non-singular. * <code>diag_r</code> : true if R is a diagonal matrix, false by default.</p><p>Returns: * <code>x</code> : a solution matrix X.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : 
   <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the discrete-time algebraic Riccati equation system in the following form. The algorithm is based on :cite:`laub1979schur`.</p><p>.. math:: A^T X A - X - (A^T X B) (B^T X B + R)^</p><p>1</p><p>}</p><p>(B^T X A) + Q = 0</p><p>Parameters: * <code>a</code> : real cofficient matrix A. A must be non-singular. * <code>b</code> : real cofficient matrix B. * <code>q</code> : real cofficient matrix Q. * <code>r</code> : real cofficient matrix R. R must be non-singular. * <code>diag_r</code> : true if R is a diagonal matrix, false by default.</p><p>Returns: * <code>x</code> : a symmetric solution matrix X.</p></div></div><h6 id="low-level-factorisation-functions"><a href="#low-level-factorisation-functions" class="anchor"></a>Low-level factorisation functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-lufact"><a href="#val-lufact" class="anchor"></a><code><span><span class="keyword">val</span> lufact : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lufact x -&gt; (a, ipiv)</code> calculates LU factorisation with pivot of a general matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qrfact"><a href="#val-qrfact" class="anchor"></a><code><span><span class="keyword">val</span> qrfact : 
+  <span><span>(float, <span class="type-var">'a</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>dare ?diag_r a b q r</code> solves the discrete-time algebraic Riccati equation system in the following form.</p><div><pre class="odoc-katex-math display">
+  A^T X A - X - (A^T X B) (B^T X B + R)^{-1} (B^T X A) + Q = 0</pre></div><p>Parameters: * <code>a</code> : real cofficient matrix A. A must be non-singular. * <code>b</code> : real cofficient matrix B. * <code>q</code> : real cofficient matrix Q. * <code>r</code> : real cofficient matrix R. R must be non-singular. * <code>diag_r</code> : true if R is a diagonal matrix, false by default.</p><p>Returns: * <code>x</code> : a symmetric solution matrix X.</p></div></div><h6 id="low-level-factorisation-functions"><a href="#low-level-factorisation-functions" class="anchor"></a>Low-level factorisation functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-lufact"><a href="#val-lufact" class="anchor"></a><code><span><span class="keyword">val</span> lufact : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>lufact x -&gt; (a, ipiv)</code> calculates LU factorisation with pivot of a general matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qrfact"><a href="#val-qrfact" class="anchor"></a><code><span><span class="keyword">val</span> qrfact : 
   <span><span class="optlabel">?pivot</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>qrfact x -&gt; (a, tau, jpvt)</code> calculates QR factorisation of a general matrix <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bkfact"><a href="#val-bkfact" class="anchor"></a><code><span><span class="keyword">val</span> bkfact : 
@@ -75,7 +95,8 @@
   <span><span class="optlabel">?symmetric</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?rook</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>bk x -&gt; (a, ipiv)</code> calculates Bunch-Kaufman factorisation of <code>x</code>. If <code>symmetric = true</code> then <code>x</code> is symmetric, if <code>symmetric = false</code> then <code>x</code> is hermitian. If <code>rook = true</code> the function performs bounded Bunch-Kaufman (&quot;rook&quot;) diagonal pivoting method, if <code>rook = false</code> then Bunch-Kaufman diagonal pivoting method is used. <code>a</code> contains details of the block-diagonal matrix <code>d</code> and the multipliers used to obtain the factor <code>u</code> (or <code>l</code>).</p><p>The <code>upper</code> indicates whether the upper or lower triangular part of <code>x</code> is stored and how <code>x</code> is factored. If <code>upper = true</code> then upper triangular part is stored: <code>x = u*d*u'</code> else <code>x = l*d*l'</code>.</p><p>For <code>ipiv</code>, it indicates the details of the interchanges and the block structure of <code>d</code>. Please refer to the function <code>sytrf</code>, <code>hetrf</code> in MKL documentation for more details.</p></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-mpow"><a href="#val-mpow" class="anchor"></a><code><span><span class="keyword">val</span> mpow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mpow x r</code> returns the dot product of square matrix <code>x</code> with itself <code>r</code> times, and more generally raises the matrix to the <code>r</code>th power. <code>r</code> is a float that must be equal to an integer; it can be be negative, zero, or positive. Non-integer exponents are not yet implemented. (If <code>r</code> is negative, <code>mpow</code> calls <code>inv</code>, and warnings in documentation for <code>inv</code> apply.)</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expm"><a href="#val-expm" class="anchor"></a><code><span><span class="keyword">val</span> expm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>expm x</code> computes the matrix exponential of <code>x</code> defined by</p><p>.. math:: e^x = \sum_<code>k=0</code>^<code>\infty</code> \frac</p><p></p><p><code>k!</code> x^k</p><p>The function implements the scaling and squaring algorithm which uses Padé approximation to compute the matrix exponential :cite:`al2009new`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinm"><a href="#val-sinm" class="anchor"></a><code><span><span class="keyword">val</span> sinm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinm x</code> computes the matrix sine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosm"><a href="#val-cosm" class="anchor"></a><code><span><span class="keyword">val</span> cosm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cosm x</code> computes the matrix cosine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanm"><a href="#val-tanm" class="anchor"></a><code><span><span class="keyword">val</span> tanm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tanm x</code> computes the matrix tangent of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sincosm"><a href="#val-sincosm" class="anchor"></a><code><span><span class="keyword">val</span> sincosm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sincosm x</code> returns both matrix sine and cosine of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinhm"><a href="#val-sinhm" class="anchor"></a><code><span><span class="keyword">val</span> sinhm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinhm x</code> computes the hyperbolic matrix sine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-coshm"><a href="#val-coshm" class="anchor"></a><code><span><span class="keyword">val</span> coshm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>coshm x</code> computes the hyperbolic matrix cosine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanhm"><a href="#val-tanhm" class="anchor"></a><code><span><span class="keyword">val</span> tanhm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tanhm x</code> computes the hyperbolic matrix tangent of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinhcoshm"><a href="#val-sinhcoshm" class="anchor"></a><code><span><span class="keyword">val</span> sinhcoshm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinhcoshm x</code> returns both hyperbolic matrix sine and cosine of <code>x</code>.</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-select_ev"><a href="#val-select_ev" class="anchor"></a><code><span><span class="keyword">val</span> select_ev : 
+  <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>bk x -&gt; (a, ipiv)</code> calculates Bunch-Kaufman factorisation of <code>x</code>. If <code>symmetric = true</code> then <code>x</code> is symmetric, if <code>symmetric = false</code> then <code>x</code> is hermitian. If <code>rook = true</code> the function performs bounded Bunch-Kaufman (&quot;rook&quot;) diagonal pivoting method, if <code>rook = false</code> then Bunch-Kaufman diagonal pivoting method is used. <code>a</code> contains details of the block-diagonal matrix <code>d</code> and the multipliers used to obtain the factor <code>u</code> (or <code>l</code>).</p><p>The <code>upper</code> indicates whether the upper or lower triangular part of <code>x</code> is stored and how <code>x</code> is factored. If <code>upper = true</code> then upper triangular part is stored: <code>x = u*d*u'</code> else <code>x = l*d*l'</code>.</p><p>For <code>ipiv</code>, it indicates the details of the interchanges and the block structure of <code>d</code>. Please refer to the function <code>sytrf</code>, <code>hetrf</code> in MKL documentation for more details.</p></div></div><h6 id="matrix-functions"><a href="#matrix-functions" class="anchor"></a>Matrix functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-mpow"><a href="#val-mpow" class="anchor"></a><code><span><span class="keyword">val</span> mpow : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>mpow x r</code> returns the dot product of square matrix <code>x</code> with itself <code>r</code> times, and more generally raises the matrix to the <code>r</code>th power. <code>r</code> is a float that must be equal to an integer; it can be be negative, zero, or positive. Non-integer exponents are not yet implemented. (If <code>r</code> is negative, <code>mpow</code> calls <code>inv</code>, and warnings in documentation for <code>inv</code> apply.)</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expm"><a href="#val-expm" class="anchor"></a><code><span><span class="keyword">val</span> expm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>expm x</code> computes the matrix exponential of <code>x</code> defined by</p><div><pre class="odoc-katex-math display">
+  e^x = \sum_{k=0}^{\infty} \frac{1}{k!} x^k</pre></div><p>The function implements the scaling and squaring algorithm which uses Padé approximation to compute the matrix exponential :cite:`al2009new`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinm"><a href="#val-sinm" class="anchor"></a><code><span><span class="keyword">val</span> sinm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinm x</code> computes the matrix sine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosm"><a href="#val-cosm" class="anchor"></a><code><span><span class="keyword">val</span> cosm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>cosm x</code> computes the matrix cosine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanm"><a href="#val-tanm" class="anchor"></a><code><span><span class="keyword">val</span> tanm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tanm x</code> computes the matrix tangent of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sincosm"><a href="#val-sincosm" class="anchor"></a><code><span><span class="keyword">val</span> sincosm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sincosm x</code> returns both matrix sine and cosine of <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinhm"><a href="#val-sinhm" class="anchor"></a><code><span><span class="keyword">val</span> sinhm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinhm x</code> computes the hyperbolic matrix sine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-coshm"><a href="#val-coshm" class="anchor"></a><code><span><span class="keyword">val</span> coshm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>coshm x</code> computes the hyperbolic matrix cosine of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanhm"><a href="#val-tanhm" class="anchor"></a><code><span><span class="keyword">val</span> tanhm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>tanhm x</code> computes the hyperbolic matrix tangent of input <code>x</code>. The function uses <code>expm</code> to compute the matrix exponentials.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinhcoshm"><a href="#val-sinhcoshm" class="anchor"></a><code><span><span class="keyword">val</span> sinhcoshm : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> * <span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>sinhcoshm x</code> returns both hyperbolic matrix sine and cosine of <code>x</code>.</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-select_ev"><a href="#val-select_ev" class="anchor"></a><code><span><span class="keyword">val</span> select_ev : 
   <span><span>[ `LHP <span>| `RHP</span> <span>| `UDI</span> <span>| `UDO</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="#type-t">t</a></span> <span class="arrow">&#45;&gt;</span></span>
-  <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>select_ev keyword ev</code> generates a logical vector (of same shape as <code>ev</code>) from eigen values <code>ev</code> according to the passed in keywards.</p><ul><li><code>LHP</code>: Left-half plane :math:`(real(e) &lt; 0)`.</li><li><code>RHP</code>: Left-half plane :math:`(real(e) \ge 0)`.</li><li><code>UDI</code>: Left-half plane :math:`(abs(e) &lt; 1)`.</li><li><code>UDO</code>: Left-half plane :math:`(abs(e) \ge 0)`.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-peakflops"><a href="#val-peakflops" class="anchor"></a><code><span><span class="keyword">val</span> peakflops : <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>peakflops ()</code> returns the peak number of float point operations using <code>Owl_cblas_basic.dgemm</code> function. The default matrix size is <code>2000 x 2000</code>, but you can change this by setting <code>n</code> to other numbers as you like.</p></div></div></div></body></html>
+  <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="#type-t">t</a></span></span></code></div><div class="spec-doc"><p><code>select_ev keyword ev</code> generates a logical vector (of same shape as <code>ev</code>) from eigen values <code>ev</code> according to the passed in keywards.</p><ul><li><code>LHP</code>: Left-half plane <code class="odoc-katex-math">(real(e) &lt; 0)</code>.</li><li><code>RHP</code>: Left-half plane <code class="odoc-katex-math">(real(e) \ge 0)</code>.</li><li><code>UDI</code>: Left-half plane <code class="odoc-katex-math">(abs(e) &lt; 1)</code>.</li><li><code>UDO</code>: Left-half plane <code class="odoc-katex-math">(abs(e) \ge 0)</code>.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-peakflops"><a href="#val-peakflops" class="anchor"></a><code><span><span class="keyword">val</span> peakflops : <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span> <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>peakflops ()</code> returns the peak number of float point operations using <code>Owl_cblas_basic.dgemm</code> function. The default matrix size is <code>2000 x 2000</code>, but you can change this by setting <code>n</code> to other numbers as you like.</p></div></div></div></body></html>
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 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_intf (owl.Owl_linalg_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Real"><a href="#module-type-Real" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Real/index.html">Real</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_intf (owl.Owl_linalg_intf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_intf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_intf</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Common"><a href="#module-type-Common" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Common/index.html">Common</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Real"><a href="#module-type-Real" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Real/index.html">Real</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_linalg_intf/module-type-Common/index.html b/docs/owl/Owl_linalg_intf/module-type-Common/index.html
index f803e7fe5..7b2d6c899 100644
--- a/docs/owl/Owl_linalg_intf/module-type-Common/index.html
+++ b/docs/owl/Owl_linalg_intf/module-type-Common/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl.Owl_linalg_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_linalg_intf.Common</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#basic-functions_2">Basic functions</a></li><li><a href="#factorisation_2">Factorisation</a></li><li><a href="#eigenvalues-&amp;-eigenvectors">Eigenvalues &amp; eigenvectors</a></li><li><a href="#linear-system-of-equations_2">Linear system of equations</a></li><li><a href="#low-level-factorisation-functions">Low-level factorisation functions</a></li><li><a href="#matrix-functions">Matrix functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_linalg_intf/module-type-Common/index.html">Owl_base_linalg_intf.Common</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span></code></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-det"><a href="#val-det" class="anchor"></a><code><span><span class="keyword">val</span> det : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_triu"><a href="#val-is_triu" class="anchor"></a><code><span><span class="keyword">val</span> is_triu : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_tril"><a href="#val-is_tril" class="anchor"></a><code><span><span class="keyword">val</span> is_tril : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_symmetric"><a href="#val-is_symmetric" class="anchor"></a><code><span><span class="keyword">val</span> is_symmetric : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_diag"><a href="#val-is_diag" class="anchor"></a><code><span><span class="keyword">val</span> is_diag : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="factorisation"><a href="#factorisation" class="anchor"></a>Factorisation</h6><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?pivot</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a> * <a href="#type-int32_mat">int32_mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="linear-system-of-equations"><a href="#linear-system-of-equations" class="anchor"></a>Linear system of equations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Common (owl.Owl_linalg_intf.Common)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg_intf</a> &#x00BB; Common</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_linalg_intf.Common</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#basic-functions_2">Basic functions</a></li><li><a href="#factorisation_2">Factorisation</a></li><li><a href="#eigenvalues-&amp;-eigenvectors">Eigenvalues &amp; eigenvectors</a></li><li><a href="#linear-system-of-equations_2">Linear system of equations</a></li><li><a href="#low-level-factorisation-functions">Low-level factorisation functions</a></li><li><a href="#matrix-functions">Matrix functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_linalg_intf/module-type-Common/index.html">Owl_base_linalg_intf.Common</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span></code></div></div><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-det"><a href="#val-det" class="anchor"></a><code><span><span class="keyword">val</span> det : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_triu"><a href="#val-is_triu" class="anchor"></a><code><span><span class="keyword">val</span> is_triu : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_tril"><a href="#val-is_tril" class="anchor"></a><code><span><span class="keyword">val</span> is_tril : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_symmetric"><a href="#val-is_symmetric" class="anchor"></a><code><span><span class="keyword">val</span> is_symmetric : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_diag"><a href="#val-is_diag" class="anchor"></a><code><span><span class="keyword">val</span> is_diag : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><h6 id="factorisation"><a href="#factorisation" class="anchor"></a>Factorisation</h6><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?pivot</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a> * <a href="#type-int32_mat">int32_mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a> * <a href="#type-mat">mat</a></span></code></div></div><h6 id="linear-system-of-equations"><a href="#linear-system-of-equations" class="anchor"></a>Linear system of equations</h6><div class="odoc-spec"><div class="spec value anchored" id="val-linsolve"><a href="#val-linsolve" class="anchor"></a><code><span><span class="keyword">val</span> linsolve : <span><span class="optlabel">?trans</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?typ</span>:<span>[ `n <span>| `u</span> <span>| `l</span> ]</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `direct</span> <span>| `bilinear</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_linalg_intf/module-type-Real/index.html b/docs/owl/Owl_linalg_intf/module-type-Real/index.html
index 4c4bf35e7..272d3c5fd 100644
--- a/docs/owl/Owl_linalg_intf/module-type-Real/index.html
+++ b/docs/owl/Owl_linalg_intf/module-type-Real/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Real (owl.Owl_linalg_intf.Real)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg_intf</a> &#x00BB; Real</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_linalg_intf.Real</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_linalg_intf/module-type-Real/index.html">Owl_base_linalg_intf.Real</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div></details></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Real (owl.Owl_linalg_intf.Real)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_linalg_intf</a> &#x00BB; Real</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_linalg_intf.Real</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../owl-base/Owl_base_linalg_intf/module-type-Real/index.html">Owl_base_linalg_intf.Real</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-care"><a href="#val-care" class="anchor"></a><code><span><span class="keyword">val</span> care : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dare"><a href="#val-dare" class="anchor"></a><code><span><span class="keyword">val</span> dare : <span><span class="optlabel">?diag_r</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-mat">mat</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-mat">mat</a></span></code></div></div></details></div></div></body></html>
diff --git a/docs/owl/Owl_linalg_s/index.html b/docs/owl/Owl_linalg_s/index.html
index ff7261847..6d5cd9db8 100644
--- a/docs/owl/Owl_linalg_s/index.html
+++ b/docs/owl/Owl_linalg_s/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_s (owl.Owl_linalg_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_dense_matrix_s/index.html#type-mat">Owl_dense_matrix_s.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../Owl_dense_matrix_c/index.html#type-mat">Owl_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_s (owl.Owl_linalg_s)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_s</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_s</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = float</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_dense_matrix_s/index.html#type-mat">Owl_dense_matrix_s.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-complex_mat"><a href="#type-complex_mat" class="anchor"></a><code><span><span class="keyword">type</span> complex_mat</span><span> = <a href="../Owl_dense_matrix_c/index.html#type-mat">Owl_dense_matrix_c.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-complex_mat">complex_mat</a> := <a href="#type-complex_mat">complex_mat</a></span>
diff --git a/docs/owl/Owl_linalg_z/index.html b/docs/owl/Owl_linalg_z/index.html
index 35f962a2c..fd5918e27 100644
--- a/docs/owl/Owl_linalg_z/index.html
+++ b/docs/owl/Owl_linalg_z/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_z (owl.Owl_linalg_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_z</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_dense_matrix_z/index.html#type-mat">Owl_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_linalg_z (owl.Owl_linalg_z)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_linalg_z</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_linalg_z</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <span class="xref-unresolved">Stdlib</span>.Complex.t</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-mat"><a href="#type-mat" class="anchor"></a><code><span><span class="keyword">type</span> mat</span><span> = <a href="../Owl_dense_matrix_z/index.html#type-mat">Owl_dense_matrix_z.mat</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-int32_mat"><a href="#type-int32_mat" class="anchor"></a><code><span><span class="keyword">type</span> int32_mat</span><span> = <span><span>(int32, <span class="xref-unresolved">Stdlib</span>.Bigarray.int32_elt)</span> <a href="../Owl_dense_matrix_generic/index.html#type-t">Owl_dense_matrix_generic.t</a></span></span></code></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../Owl_linalg_intf/module-type-Common/index.html">Owl_linalg_intf.Common</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-elt">elt</a> := <a href="#type-elt">elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-mat">mat</a> := <a href="#type-mat">mat</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../Owl_linalg_intf/module-type-Common/index.html#type-complex_mat">complex_mat</a> = <a href="#type-mat">mat</a></span>
diff --git a/docs/owl/Owl_maths/index.html b/docs/owl/Owl_maths/index.html
index 996572362..9ca64469a 100644
--- a/docs/owl/Owl_maths/index.html
+++ b/docs/owl/Owl_maths/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_maths (owl.Owl_maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script><link rel="stylesheet" href="../../odoc.support/katex.min.css"/><script src="../../odoc.support/katex.min.js"></script><script>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_maths (owl.Owl_maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script><link rel="stylesheet" href="../../odoc.support/katex.min.css"/><script src="../../odoc.support/katex.min.js"></script><script>
 //<![CDATA[
 
           document.addEventListener("DOMContentLoaded", function () {
@@ -16,6 +16,5 @@
           });
         
 //]]>
-</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_maths</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_maths</span></code></h1><p>Maths: fundamental and advanced mathematical functions.</p></header><nav class="odoc-toc"><ul><li><a href="#basic-functions">Basic functions</a></li><li><a href="#airy-functions">Airy functions</a></li><li><a href="#bessel-functions">Bessel functions</a></li><li><a href="#elliptic-functions">Elliptic functions</a></li><li><a href="#gamma-functions">Gamma Functions</a></li><li><a href="#beta-functions">Beta functions</a></li><li><a href="#factorials">Factorials</a></li><li><a href="#error-functions">Error functions</a></li><li><a href="#dawson-&amp;-fresnel-integrals">Dawson &amp; Fresnel integrals</a></li><li><a href="#struve-functions">Struve functions</a></li><li><a href="#other-special-functions">Other special functions</a></li><li><a href="#raw-statistical-functions">Raw statistical functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><p>This module contains some basic and advanced mathematical operations. If you cannot find some function in this module, try Stats module.</p><p>Please refer to Scipy documentation.</p><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>add x y</code> returns :math:`x + y`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sub x y</code> returns :math:`x - y`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>mul x y</code> returns :math:`x * y`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>div x y</code> returns :math:`x / y`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>fmod x y</code> returns :math:`x % y`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns :math:`\arctan(y/x)`, accounting for the sign of the arguments; this is the angle to the vector :math:`(x, y)` counting from the x-axis.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>abs x</code> returns :math:`|x|`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>neg x</code> returns :math:`-x`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reci"><a href="#val-reci" class="anchor"></a><code><span><span class="keyword">val</span> reci : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>reci x</code> returns :math:`1/x`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>floor x</code> returns the largest integer :math:`\leq x`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ceil x</code> returns the smallest integer :math:`\geq x`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>round x</code> rounds, towards the bigger integer when on the fence.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trunc"><a href="#val-trunc" class="anchor"></a><code><span><span class="keyword">val</span> trunc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>trunc x</code> integer part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sqr x</code> square.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sqrt x</code> square root.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>pow x y</code> returns <code class="odoc-katex-math">x^y</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp x</code> exponential.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp2"><a href="#val-exp2" class="anchor"></a><code><span><span class="keyword">val</span> exp2 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp2 x</code> exponential.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp10"><a href="#val-exp10" class="anchor"></a><code><span><span class="keyword">val</span> exp10 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp10 x</code> exponential.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expm1"><a href="#val-expm1" class="anchor"></a><code><span><span class="keyword">val</span> expm1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>expm1 x</code> returns :math:`\exp(x) - 1` but more accurate for :math:`x \sim 0`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log x</code> natural logarithm</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log2 x</code> base-2 logarithm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log10 x</code> base-10 logarithm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logn"><a href="#val-logn" class="anchor"></a><code><span><span class="keyword">val</span> logn : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logn x</code> base-n logarithm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1p"><a href="#val-log1p" class="anchor"></a><code><span><span class="keyword">val</span> log1p : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1p x</code> returns :math:`\log (x + 1)` but more accurate for :math:`x \sim 0`. Inverse of <code>expm1</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logabs"><a href="#val-logabs" class="anchor"></a><code><span><span class="keyword">val</span> logabs : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logabs x</code> returns :math:`\log(|x|)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sigmoid x</code> returns the logistic sigmoid function :math:`1 / (1 + \exp(-x))`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>signum x</code> returns the sign of :math:`x`: -1, 0 or 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Smoothed sign function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>softplus x</code> returns :math:`\log(1 + \exp(x))`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>relu x</code> returns :math:`\max(0, x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sin x</code> returns :math:`\sin(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cos x</code> returns :math:`\cos(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>tan x</code> returns :math:`\tan(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cot"><a href="#val-cot" class="anchor"></a><code><span><span class="keyword">val</span> cot : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cot x</code> returns :math:`1/\tan(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sec"><a href="#val-sec" class="anchor"></a><code><span><span class="keyword">val</span> sec : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sec x</code> returns :math:`1/\cos(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csc"><a href="#val-csc" class="anchor"></a><code><span><span class="keyword">val</span> csc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>csc x</code> returns :math:`1/\sin(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>asin x</code> returns :math:`\arcsin(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>acos x</code> returns :math:`\arccos(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>atan x</code> returns :math:`\arctan(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acot"><a href="#val-acot" class="anchor"></a><code><span><span class="keyword">val</span> acot : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>cot</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asec"><a href="#val-asec" class="anchor"></a><code><span><span class="keyword">val</span> asec : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>sec</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsc"><a href="#val-acsc" class="anchor"></a><code><span><span class="keyword">val</span> acsc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>csc</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Returns :math:`\sinh(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cosh x</code> returns :math:`\cosh(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>tanh x</code> returns :math:`\tanh(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-coth"><a href="#val-coth" class="anchor"></a><code><span><span class="keyword">val</span> coth : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>coth x</code> returns :math:`\coth(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sech"><a href="#val-sech" class="anchor"></a><code><span><span class="keyword">val</span> sech : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sech x</code> returns :math:`1/\cosh(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csch"><a href="#val-csch" class="anchor"></a><code><span><span class="keyword">val</span> csch : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>csch x</code> returns :math:`1/\sinh(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>sinh</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>cosh</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>tanh</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acoth"><a href="#val-acoth" class="anchor"></a><code><span><span class="keyword">val</span> acoth : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>coth</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asech"><a href="#val-asech" class="anchor"></a><code><span><span class="keyword">val</span> asech : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>sech</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsch"><a href="#val-acsch" class="anchor"></a><code><span><span class="keyword">val</span> acsch : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>csch</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinc"><a href="#val-sinc" class="anchor"></a><code><span><span class="keyword">val</span> sinc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sinc x</code> returns :math:`\sin(x)/x` and :math:`1` for :math:`x=0`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsinh"><a href="#val-logsinh" class="anchor"></a><code><span><span class="keyword">val</span> logsinh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logsinh x</code> returns :math:`\log(\sinh(x))` but handles large :math:`|x|`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcosh"><a href="#val-logcosh" class="anchor"></a><code><span><span class="keyword">val</span> logcosh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logcosh x</code> returns :math:`\log(\cosh(x))` but handles large :math:`|x|`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sindg"><a href="#val-sindg" class="anchor"></a><code><span><span class="keyword">val</span> sindg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Sine of angle given in degrees.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosdg"><a href="#val-cosdg" class="anchor"></a><code><span><span class="keyword">val</span> cosdg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Cosine of the angle given in degrees.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tandg"><a href="#val-tandg" class="anchor"></a><code><span><span class="keyword">val</span> tandg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Tangent of angle given in degrees.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cotdg"><a href="#val-cotdg" class="anchor"></a><code><span><span class="keyword">val</span> cotdg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Cotangent of the angle given in degrees.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>hypot x y</code> returns :math:`\sqrt<code>x^2 + y^2</code>`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-xlogy"><a href="#val-xlogy" class="anchor"></a><code><span><span class="keyword">val</span> xlogy : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>xlogy(x, y)</code> returns :math:`x \log(y)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-xlog1py"><a href="#val-xlog1py" class="anchor"></a><code><span><span class="keyword">val</span> xlog1py : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>xlog1py(x, y)</code> returns :math:`x \log(y+1)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logit"><a href="#val-logit" class="anchor"></a><code><span><span class="keyword">val</span> logit : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logit(x)</code> returns :math:`\log<code>p/(1-p)</code>`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expit"><a href="#val-expit" class="anchor"></a><code><span><span class="keyword">val</span> expit : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>expit(x)</code> returns :math:`1/(1+\exp(-x))`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1mexp"><a href="#val-log1mexp" class="anchor"></a><code><span><span class="keyword">val</span> log1mexp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1mexp(x)</code> returns :math:`log(1-exp(x))`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1pexp"><a href="#val-log1pexp" class="anchor"></a><code><span><span class="keyword">val</span> log1pexp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1pexp(x)</code> returns :math:`log(1+exp(x))`.</p></div></div><h6 id="airy-functions"><a href="#airy-functions" class="anchor"></a>Airy functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-airy"><a href="#val-airy" class="anchor"></a><code><span><span class="keyword">val</span> airy : <span>float <span class="arrow">&#45;&gt;</span></span> float * float * float * float</span></code></div><div class="spec-doc"><p>Airy function <code>airy x</code> returns <code>(Ai, Ai', Bi, Bi')</code> evaluated at :math:`x`. <code>Ai'</code> is the derivative of <code>Ai</code> whilst <code>Bi'</code> is the derivative of <code>Bi</code>.</p></div></div><h6 id="bessel-functions"><a href="#bessel-functions" class="anchor"></a>Bessel functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-j0"><a href="#val-j0" class="anchor"></a><code><span><span class="keyword">val</span> j0 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the first kind of order 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j1"><a href="#val-j1" class="anchor"></a><code><span><span class="keyword">val</span> j1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the first kind of order 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv"><a href="#val-jv" class="anchor"></a><code><span><span class="keyword">val</span> jv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of real order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-y0"><a href="#val-y0" class="anchor"></a><code><span><span class="keyword">val</span> y0 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the second kind of order 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-y1"><a href="#val-y1" class="anchor"></a><code><span><span class="keyword">val</span> y1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the second kind of order 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yv"><a href="#val-yv" class="anchor"></a><code><span><span class="keyword">val</span> yv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the second kind of real order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yn"><a href="#val-yn" class="anchor"></a><code><span><span class="keyword">val</span> yn : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the second kind of integer order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0"><a href="#val-i0" class="anchor"></a><code><span><span class="keyword">val</span> i0 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Modified Bessel function of order 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0e"><a href="#val-i0e" class="anchor"></a><code><span><span class="keyword">val</span> i0e : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Exponentially scaled modified Bessel function of order 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1"><a href="#val-i1" class="anchor"></a><code><span><span class="keyword">val</span> i1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Modified Bessel function of order 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1e"><a href="#val-i1e" class="anchor"></a><code><span><span class="keyword">val</span> i1e : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Exponentially scaled modified Bessel function of order 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv"><a href="#val-iv" class="anchor"></a><code><span><span class="keyword">val</span> iv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Modified Bessel function of the first kind of real order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-k0"><a href="#val-k0" class="anchor"></a><code><span><span class="keyword">val</span> k0 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Modified Bessel function of the second kind of order 0, :math:`K_0`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-k0e"><a href="#val-k0e" class="anchor"></a><code><span><span class="keyword">val</span> k0e : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Exponentially scaled modified Bessel function K of order 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-k1"><a href="#val-k1" class="anchor"></a><code><span><span class="keyword">val</span> k1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Modified Bessel function of the second kind of order 1, :math:`K_1(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-k1e"><a href="#val-k1e" class="anchor"></a><code><span><span class="keyword">val</span> k1e : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Exponentially scaled modified Bessel function K of order 1.</p></div></div><h6 id="elliptic-functions"><a href="#elliptic-functions" class="anchor"></a>Elliptic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-ellipj"><a href="#val-ellipj" class="anchor"></a><code><span><span class="keyword">val</span> ellipj : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float * float * float</span></code></div><div class="spec-doc"><p>Jacobian Elliptic function <code>ellipj u m</code> returns <code>(sn, cn, dn, phi)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ellipk"><a href="#val-ellipk" class="anchor"></a><code><span><span class="keyword">val</span> ellipk : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ellipk m</code> returns the complete elliptic integral of the first kind.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ellipkm1"><a href="#val-ellipkm1" class="anchor"></a><code><span><span class="keyword">val</span> ellipkm1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>FIXME. Complete elliptic integral of the first kind around :math:`m = 1`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ellipkinc"><a href="#val-ellipkinc" class="anchor"></a><code><span><span class="keyword">val</span> ellipkinc : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ellipkinc phi m</code> incomplete elliptic integral of the first kind.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ellipe"><a href="#val-ellipe" class="anchor"></a><code><span><span class="keyword">val</span> ellipe : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ellipe m</code> complete elliptic integral of the second kind.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ellipeinc"><a href="#val-ellipeinc" class="anchor"></a><code><span><span class="keyword">val</span> ellipeinc : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ellipeinc phi m</code> incomplete elliptic integral of the second kind.</p></div></div><h6 id="gamma-functions"><a href="#gamma-functions" class="anchor"></a>Gamma Functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-gamma"><a href="#val-gamma" class="anchor"></a><code><span><span class="keyword">val</span> gamma : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>gamma z</code> returns the value of the Gamma function</p><p>.. math:: \Gamma(z) = \int_0^\infty x^<code>z-1</code> e^</p><p>x</p><p>}</p><p>dx = (z - 1)! .</p><p>The gamma function is often referred to as the generalized factorial since :math:`z\ gamma(z) = \gamma(z+1)` and :math:`gamma(n+1) = n!` for natural number :math:`n`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rgamma"><a href="#val-rgamma" class="anchor"></a><code><span><span class="keyword">val</span> rgamma : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Reciprocal Gamma function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-loggamma"><a href="#val-loggamma" class="anchor"></a><code><span><span class="keyword">val</span> loggamma : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Logarithm of the gamma function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gammainc"><a href="#val-gammainc" class="anchor"></a><code><span><span class="keyword">val</span> gammainc : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Incomplete gamma function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gammaincinv"><a href="#val-gammaincinv" class="anchor"></a><code><span><span class="keyword">val</span> gammaincinv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>gammainc</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gammaincc"><a href="#val-gammaincc" class="anchor"></a><code><span><span class="keyword">val</span> gammaincc : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Complemented incomplete gamma integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gammainccinv"><a href="#val-gammainccinv" class="anchor"></a><code><span><span class="keyword">val</span> gammainccinv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>gammaincc</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-psi"><a href="#val-psi" class="anchor"></a><code><span><span class="keyword">val</span> psi : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>The digamma function.</p></div></div><h6 id="beta-functions"><a href="#beta-functions" class="anchor"></a>Beta functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-beta"><a href="#val-beta" class="anchor"></a><code><span><span class="keyword">val</span> beta : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Beta function.</p><p>.. math:: \mathrm<code>B</code>(a, b) = \frac<code>\Gamma(a) \Gamma(b)</code><code>\Gamma(a+b)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-betainc"><a href="#val-betainc" class="anchor"></a><code><span><span class="keyword">val</span> betainc : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Incomplete beta integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-betaincinv"><a href="#val-betaincinv" class="anchor"></a><code><span><span class="keyword">val</span> betaincinv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>betainc</code>.</p></div></div><h6 id="factorials"><a href="#factorials" class="anchor"></a>Factorials</h6><div class="odoc-spec"><div class="spec value anchored" id="val-fact"><a href="#val-fact" class="anchor"></a><code><span><span class="keyword">val</span> fact : <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Factorial function <code>fact n</code> calculates :math:`n!`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_fact"><a href="#val-log_fact" class="anchor"></a><code><span><span class="keyword">val</span> log_fact : <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Logarithm of factorial function <code>log_fact n</code> calculates :math:`\log n!`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-doublefact"><a href="#val-doublefact" class="anchor"></a><code><span><span class="keyword">val</span> doublefact : <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Double factorial function <code>doublefact n</code> calculates :math:`n!! = n(n-2)(n-4)\dots 2` or :math:`\dots 1`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_doublefact"><a href="#val-log_doublefact" class="anchor"></a><code><span><span class="keyword">val</span> log_doublefact : <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Logarithm of double factorial function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-permutation"><a href="#val-permutation" class="anchor"></a><code><span><span class="keyword">val</span> permutation : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>permutation n k</code> returns the number :math:`n!/(n-k)!` of ordered subsets * of length :math:`k`, taken from a set of :math:`n` elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-permutation_float"><a href="#val-permutation_float" class="anchor"></a><code><span><span class="keyword">val</span> permutation_float : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>permutation_float</code> is like <code>permutation</code> but deals with larger range.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-combination"><a href="#val-combination" class="anchor"></a><code><span><span class="keyword">val</span> combination : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>combination n k</code> returns the number :math:`n!/(k!(n-k)!)` of subsets of k elements of a set of n elements. This is the binomial coefficient :math:`\binom<code>n</code><code>k</code>`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-combination_float"><a href="#val-combination_float" class="anchor"></a><code><span><span class="keyword">val</span> combination_float : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>combination_float</code> is like <code>combination</code> but can deal with a larger range.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_combination"><a href="#val-log_combination" class="anchor"></a><code><span><span class="keyword">val</span> log_combination : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log_combination n k</code> returns the logarithm of :math:`\binom<code>n</code><code>k</code>`.</p></div></div><h6 id="error-functions"><a href="#error-functions" class="anchor"></a>Error functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-erf"><a href="#val-erf" class="anchor"></a><code><span><span class="keyword">val</span> erf : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Error function. :math:`\int_</p><p>\infty</p><p>}</p><p>^x \frac</p><p></p><p><code>\sqrt(2\pi)</code> \exp(-(1/2) y^2) dy`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfc"><a href="#val-erfc" class="anchor"></a><code><span><span class="keyword">val</span> erfc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Complementary error function, :math:`\int^<code>\infty</code>_x \frac</p><p></p><p><code>\sqrt(2\pi)</code> \exp(-(1/2) y^2) dy`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfcx"><a href="#val-erfcx" class="anchor"></a><code><span><span class="keyword">val</span> erfcx : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Scaled complementary error function, :math:`\exp(x^2) \mathrm<em>rfc</em>(x)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfinv"><a href="#val-erfinv" class="anchor"></a><code><span><span class="keyword">val</span> erfinv : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>erf</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfcinv"><a href="#val-erfcinv" class="anchor"></a><code><span><span class="keyword">val</span> erfcinv : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>erfc</code>.</p></div></div><h6 id="dawson-&amp;-fresnel-integrals"><a href="#dawson-&amp;-fresnel-integrals" class="anchor"></a>Dawson &amp; Fresnel integrals</h6><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Dawson’s integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fresnel"><a href="#val-fresnel" class="anchor"></a><code><span><span class="keyword">val</span> fresnel : <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Fresnel trigonometric integrals. <code>fresnel x</code> returns a tuple consisting of <code>(Fresnel sin integral, Fresnel cos integral)</code>.</p></div></div><h6 id="struve-functions"><a href="#struve-functions" class="anchor"></a>Struve functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-struve"><a href="#val-struve" class="anchor"></a><code><span><span class="keyword">val</span> struve : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>struve v x</code> returns the value of the Struve function of order :math:`v` at :math:`x`. The Struve function is defined as,</p><p>.. math:: H_v(x) = (z/2)^</p><pre>+ 1} \sum_{n=0}^\infty \frac{(-1)^n (z/2)^{2n}}{\Gamma(n + \frac{3}{2}) \Gamma(n + v + \frac{3}{2})},
-
-where :math:`\Gamma` is the gamma function. :math:`x` must be positive unless :math:`v` is an integer</pre></div></div><h6 id="other-special-functions"><a href="#other-special-functions" class="anchor"></a>Other special functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-expn"><a href="#val-expn" class="anchor"></a><code><span><span class="keyword">val</span> expn : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Exponential integral :math:`E_n`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shichi"><a href="#val-shichi" class="anchor"></a><code><span><span class="keyword">val</span> shichi : <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Hyperbolic sine and cosine integrals, <code>shichi x</code> returns * :math:`(\mathrm<code>shi</code>, \mathrm<code>chi</code>)``.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shi"><a href="#val-shi" class="anchor"></a><code><span><span class="keyword">val</span> shi : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Hyperbolic sine integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi"><a href="#val-chi" class="anchor"></a><code><span><span class="keyword">val</span> chi : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Hyperbolic cosine integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sici"><a href="#val-sici" class="anchor"></a><code><span><span class="keyword">val</span> sici : <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Sine and cosine integrals, <code>sici x</code> returns :math:`(\mathrm<code>si</code>, \mathrm<code>ci</code>)`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-si"><a href="#val-si" class="anchor"></a><code><span><span class="keyword">val</span> si : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Sine integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ci"><a href="#val-ci" class="anchor"></a><code><span><span class="keyword">val</span> ci : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Cosine integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeta"><a href="#val-zeta" class="anchor"></a><code><span><span class="keyword">val</span> zeta : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>zeta x q</code> returns the Hurwitz zeta function :math:`\zeta(x, q)`, which reduces to the Riemann zeta function :math:`\zeta(x)` when :math:`q=1`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zetac"><a href="#val-zetac" class="anchor"></a><code><span><span class="keyword">val</span> zetac : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Riemann zeta function minus 1.</p></div></div><h6 id="raw-statistical-functions"><a href="#raw-statistical-functions" class="anchor"></a>Raw statistical functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-bdtr"><a href="#val-bdtr" class="anchor"></a><code><span><span class="keyword">val</span> bdtr : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Binomial distribution cumulative distribution function.</p><p><code>bdtr k n p</code> calculates the sum of the terms :math:`0` through :math:`k` of the Binomial probability density.</p><p>.. math:: \mathrm<b>dtr</b>(k, n, p) = \sum_<code>j=0</code>^k <code>{n</code>\choose<code>j</code></p><p>}</p><p>p^j (1-p)^<code>n-j</code></p><p>Parameters: * <code>k</code>: Number of successes. * <code>n</code>: Number of events. * <code>p</code>: Probability of success in a single event.</p><p>Returns: * Probability of :math:`k` or fewer successes in :math:`n` independent events with success probability :math:`p`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bdtrc"><a href="#val-bdtrc" class="anchor"></a><code><span><span class="keyword">val</span> bdtrc : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Binomial distribution survival function.</p><p><code>bdtrc k n p</code> calculates the sum of the terms :math:`k + 1` through :math:`n` of the binomial probability density,</p><p>.. math:: \mathrm<b>dtrc</b>(k, n, p) = \sum_<code>j=k+1</code>^n <code>{n</code>\choose<code>j</code></p><p>}</p><p>p^j (1-p)^<code>n-j</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bdtri"><a href="#val-bdtri" class="anchor"></a><code><span><span class="keyword">val</span> bdtri : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function to <code>bdtr</code> with respect to :math:`p`.</p><p>Finds the event probability :math:`p` such that the sum of the terms 0 through :math:`k` of the binomial probability density is equal to the given cumulative probability :math:`y`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btdtr"><a href="#val-btdtr" class="anchor"></a><code><span><span class="keyword">val</span> btdtr : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Cumulative density function of the beta distribution.</p><p><code>btdtr a b x</code> returns the integral from 0 to :math:`x` of the beta probability density function,</p><p>.. math:: I = \int_0^x \frac<code>\Gamma(a + b)</code><code>\Gamma(a)\Gamma(b)</code> t^<code>a-1</code> (1-t)^<b>-1</b>\,dt</p><p>where :math:`\Gamma` is the gamma function.</p><p>Parameters: * <code>a</code>: Shape parameter (:math:`a &gt; 0`). * <code>b</code>: Shape parameter (:math:`a &gt; 0`). * <code>x</code>: Upper limit of integration, in :math:`<code>0, 1</code>`.</p><p>Returns: * Cumulative density function of the beta distribution with :math:`a` and :math:`b` at :math:`x`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btdtri"><a href="#val-btdtri" class="anchor"></a><code><span><span class="keyword">val</span> btdtri : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>The :math:`p`-th quantile of the Beta distribution.</p><p>This function is the inverse of the beta cumulative distribution function, <code>btdtr</code>, returning the value of :math:`x` for which :math:`\mathrm<b>tdtr</b>(a, b, x) = p`,</p><p>.. math:: p = \int_0^x \frac<code>\Gamma(a + b)</code><code>\Gamma(a)\Gamma(b)</code> t^<code>a-1</code> (1-t)^<b>-1</b>\,dt</p><p>where :math:`\Gamma` is the gamma function.</p><p>Parameters: * <code>a</code>: Shape parameter (:math:`a &gt; 0`). * <code>b</code>: Shape parameter (:math:`a &gt; 0`). * <code>x</code>: Cumulative probability, in :math:`<code>0, 1</code>`.</p><p>Returns: * The quantile corresponding to :math:`p`.</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-is_nan"><a href="#val-is_nan" class="anchor"></a><code><span><span class="keyword">val</span> is_nan : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_nan x</code> returns <code>true</code> exactly if <code>x</code> is <code>nan</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_inf"><a href="#val-is_inf" class="anchor"></a><code><span><span class="keyword">val</span> is_inf : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_inf x</code> returns <code>true</code> exactly if <code>x</code> is <code>infinity</code> or <code>neg_infinity</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_normal"><a href="#val-is_normal" class="anchor"></a><code><span><span class="keyword">val</span> is_normal : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_normal x</code> returns <code>true</code> if <code>x</code> is a normal float number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_subnormal"><a href="#val-is_subnormal" class="anchor"></a><code><span><span class="keyword">val</span> is_subnormal : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_nan x</code> returns <code>true</code> if <code>x</code> is subnormal float number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_odd"><a href="#val-is_odd" class="anchor"></a><code><span><span class="keyword">val</span> is_odd : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_odd x</code> returns <code>true</code> exactly if <code>x</code> is odd.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_even"><a href="#val-is_even" class="anchor"></a><code><span><span class="keyword">val</span> is_even : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_even x</code> returns <code>true</code> exactly if <code>x</code> is even.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_pow2"><a href="#val-is_pow2" class="anchor"></a><code><span><span class="keyword">val</span> is_pow2 : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_pow2 x</code> return <code>true</code> exactly if <code>x</code> is an integer power of 2, e.g. 32, 64, etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_sign"><a href="#val-same_sign" class="anchor"></a><code><span><span class="keyword">val</span> same_sign : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_sign x y</code> returns <code>true</code> if <code>x</code> and <code>y</code> have the same sign, otherwise it returns <code>false</code>. Positive and negative zeros are special cases and always returns <code>true</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_simplex"><a href="#val-is_simplex" class="anchor"></a><code><span><span class="keyword">val</span> is_simplex : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_simplex x</code> checks whether the vector :math:`x` lies on a simplex. In other words, :math:`\sum_i^K x_i = 1` and :math:`x_i \ge 0, \forall i \in <code>1,K</code>`, where :math:`K` is the dimension of :math:`x`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_int"><a href="#val-is_int" class="anchor"></a><code><span><span class="keyword">val</span> is_int : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_sqr"><a href="#val-is_sqr" class="anchor"></a><code><span><span class="keyword">val</span> is_sqr : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_sqr x</code> checks if <code>x</code> is the square of an integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mulmod"><a href="#val-mulmod" class="anchor"></a><code><span><span class="keyword">val</span> mulmod : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>mulmod a b m</code> computes (a*b) mod m.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-powmod"><a href="#val-powmod" class="anchor"></a><code><span><span class="keyword">val</span> powmod : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>powmod a b m</code> computes (a^b) mod m.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_prime"><a href="#val-is_prime" class="anchor"></a><code><span><span class="keyword">val</span> is_prime : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_prime x</code> returns <code>true</code> if <code>x</code> is a prime number. The function is deterministic for all numbers representable by an int. The function uses the Rabin–Miller primality test.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fermat_fact"><a href="#val-fermat_fact" class="anchor"></a><code><span><span class="keyword">val</span> fermat_fact : <span>int <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p><code>fermat_fact x</code> performs Fermat factorisation over <code>x</code>, i.e. into two roughly equal factors. <code>x</code> must be an odd number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nextafter"><a href="#val-nextafter" class="anchor"></a><code><span><span class="keyword">val</span> nextafter : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>nextafter from to</code> returns the next representable double precision value of <code>from</code> in the direction of <code>to</code>. If <code>from</code> equals <code>to</code>, this value is returned.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nextafterf"><a href="#val-nextafterf" class="anchor"></a><code><span><span class="keyword">val</span> nextafterf : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>nextafter from to</code> returns the next representable single precision value of <code>from</code> in the direction of <code>to</code>. If <code>from</code> equals <code>to</code>, this value is returned.</p></div></div></div></body></html>
+</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_maths</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_maths</span></code></h1><p>Maths: fundamental and advanced mathematical functions.</p></header><nav class="odoc-toc"><ul><li><a href="#basic-functions">Basic functions</a></li><li><a href="#airy-functions">Airy functions</a></li><li><a href="#bessel-functions">Bessel functions</a></li><li><a href="#elliptic-functions">Elliptic functions</a></li><li><a href="#gamma-functions">Gamma Functions</a></li><li><a href="#beta-functions">Beta functions</a></li><li><a href="#factorials">Factorials</a></li><li><a href="#error-functions">Error functions</a></li><li><a href="#dawson-&amp;-fresnel-integrals">Dawson &amp; Fresnel integrals</a></li><li><a href="#struve-functions">Struve functions</a></li><li><a href="#other-special-functions">Other special functions</a></li><li><a href="#raw-statistical-functions">Raw statistical functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><p>This module contains some basic and advanced mathematical operations. If you cannot find some function in this module, try Stats module.</p><p>Please refer to Scipy documentation.</p><h6 id="basic-functions"><a href="#basic-functions" class="anchor"></a>Basic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>add x y</code> returns x + y.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sub x y</code> returns x - y.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>mul x y</code> returns x * y.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>div x y</code> returns x / y.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fmod"><a href="#val-fmod" class="anchor"></a><code><span><span class="keyword">val</span> fmod : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>fmod x y</code> returns x % y.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>atan2 y x</code> returns <code class="odoc-katex-math">\arctan(y/x)</code>, accounting for the sign of the arguments; this is the angle to the vector <code class="odoc-katex-math">(x, y)</code> counting from the x-axis.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>abs x</code> returns =<code class="odoc-katex-math">|x|</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>neg x</code> returns -x.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reci"><a href="#val-reci" class="anchor"></a><code><span><span class="keyword">val</span> reci : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>reci x</code> returns 1/x.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>floor x</code> returns the largest integer <code class="odoc-katex-math">\leq x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ceil x</code> returns the smallest integer <code class="odoc-katex-math"> \geq x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>round x</code> rounds, towards the bigger integer when on the fence.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trunc"><a href="#val-trunc" class="anchor"></a><code><span><span class="keyword">val</span> trunc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>trunc x</code> integer part.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sqr x</code> square.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sqrt x</code> square root.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>pow x y</code> returns <code class="odoc-katex-math">x^y</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp x</code> exponential.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp2"><a href="#val-exp2" class="anchor"></a><code><span><span class="keyword">val</span> exp2 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp2 x</code> exponential.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp10"><a href="#val-exp10" class="anchor"></a><code><span><span class="keyword">val</span> exp10 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>exp10 x</code> exponential.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expm1"><a href="#val-expm1" class="anchor"></a><code><span><span class="keyword">val</span> expm1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>expm1 x</code> returns <code class="odoc-katex-math">\exp(x) - 1</code> but more accurate for <code class="odoc-katex-math">x \sim 0</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log x</code> natural logarithm</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log2 x</code> base-2 logarithm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log10 x</code> base-10 logarithm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logn"><a href="#val-logn" class="anchor"></a><code><span><span class="keyword">val</span> logn : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logn x</code> base-n logarithm.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1p"><a href="#val-log1p" class="anchor"></a><code><span><span class="keyword">val</span> log1p : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1p x</code> returns <code class="odoc-katex-math">\log (x + 1)</code> but more accurate for <code class="odoc-katex-math">x \sim 0</code>. Inverse of <code>expm1</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logabs"><a href="#val-logabs" class="anchor"></a><code><span><span class="keyword">val</span> logabs : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logabs x</code> returns <code class="odoc-katex-math">\log(|x|)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sigmoid x</code> returns the logistic sigmoid function <code class="odoc-katex-math">1 / (1 + \exp(-x))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>signum x</code> returns the sign of x -1, 0 or 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Smoothed sign function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>softplus x</code> returns <code class="odoc-katex-math">\log(1 + \exp(x))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>relu x</code> returns <code class="odoc-katex-math">\max(0, x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sin x</code> returns <code class="odoc-katex-math">\sin(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cos x</code> returns <code class="odoc-katex-math">\cos(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>tan x</code> returns <code class="odoc-katex-math">\tan(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cot"><a href="#val-cot" class="anchor"></a><code><span><span class="keyword">val</span> cot : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cot x</code> returns <code class="odoc-katex-math">1/\tan(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sec"><a href="#val-sec" class="anchor"></a><code><span><span class="keyword">val</span> sec : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sec x</code> returns <code class="odoc-katex-math">1/\cos(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csc"><a href="#val-csc" class="anchor"></a><code><span><span class="keyword">val</span> csc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>csc x</code> returns <code class="odoc-katex-math">1/\sin(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>asin x</code> returns <code class="odoc-katex-math">\arcsin(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>acos x</code> returns <code class="odoc-katex-math">\arccos(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acot"><a href="#val-acot" class="anchor"></a><code><span><span class="keyword">val</span> acot : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>cot</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asec"><a href="#val-asec" class="anchor"></a><code><span><span class="keyword">val</span> asec : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>sec</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsc"><a href="#val-acsc" class="anchor"></a><code><span><span class="keyword">val</span> acsc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>csc</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Returns <code class="odoc-katex-math">\sinh(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>cosh x</code> returns <code class="odoc-katex-math">\cosh(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>tanh x</code> returns <code class="odoc-katex-math">\tanh(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-coth"><a href="#val-coth" class="anchor"></a><code><span><span class="keyword">val</span> coth : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>coth x</code> returns <code class="odoc-katex-math">\coth(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sech"><a href="#val-sech" class="anchor"></a><code><span><span class="keyword">val</span> sech : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sech x</code> returns <code class="odoc-katex-math">1/\cosh(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-csch"><a href="#val-csch" class="anchor"></a><code><span><span class="keyword">val</span> csch : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>csch x</code> returns <code class="odoc-katex-math">1/\sinh(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>sinh</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>cosh</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>tanh</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acoth"><a href="#val-acoth" class="anchor"></a><code><span><span class="keyword">val</span> acoth : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>coth</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asech"><a href="#val-asech" class="anchor"></a><code><span><span class="keyword">val</span> asech : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>sech</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acsch"><a href="#val-acsch" class="anchor"></a><code><span><span class="keyword">val</span> acsch : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>csch</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinc"><a href="#val-sinc" class="anchor"></a><code><span><span class="keyword">val</span> sinc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>sinc x</code> returns <code class="odoc-katex-math">\sin(x)/x</code> and <code class="odoc-katex-math">1</code> for <code class="odoc-katex-math">x=0</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logsinh"><a href="#val-logsinh" class="anchor"></a><code><span><span class="keyword">val</span> logsinh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logsinh x</code> returns <code class="odoc-katex-math">\log(\sinh(x))</code> but handles large <code class="odoc-katex-math">|x|</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logcosh"><a href="#val-logcosh" class="anchor"></a><code><span><span class="keyword">val</span> logcosh : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logcosh x</code> returns <code class="odoc-katex-math">\log(\cosh(x))</code> but handles large <code class="odoc-katex-math">|x|</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sindg"><a href="#val-sindg" class="anchor"></a><code><span><span class="keyword">val</span> sindg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Sine of angle given in degrees.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosdg"><a href="#val-cosdg" class="anchor"></a><code><span><span class="keyword">val</span> cosdg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Cosine of the angle given in degrees.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tandg"><a href="#val-tandg" class="anchor"></a><code><span><span class="keyword">val</span> tandg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Tangent of angle given in degrees.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cotdg"><a href="#val-cotdg" class="anchor"></a><code><span><span class="keyword">val</span> cotdg : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Cotangent of the angle given in degrees.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypot"><a href="#val-hypot" class="anchor"></a><code><span><span class="keyword">val</span> hypot : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>hypot x y</code> returns <code class="odoc-katex-math">\sqrt{x^2 + y^2}</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-xlogy"><a href="#val-xlogy" class="anchor"></a><code><span><span class="keyword">val</span> xlogy : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>xlogy(x, y)</code> returns <code class="odoc-katex-math">x \log(y)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-xlog1py"><a href="#val-xlog1py" class="anchor"></a><code><span><span class="keyword">val</span> xlog1py : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>xlog1py(x, y)</code> returns <code class="odoc-katex-math">x \log(y+1)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logit"><a href="#val-logit" class="anchor"></a><code><span><span class="keyword">val</span> logit : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>logit(x)</code> returns <code class="odoc-katex-math">\log\left(\frac{p}{1-p}\right)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expit"><a href="#val-expit" class="anchor"></a><code><span><span class="keyword">val</span> expit : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>expit(x)</code> returns <code class="odoc-katex-math">\frac{1}{1+\exp(-x)}</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1mexp"><a href="#val-log1mexp" class="anchor"></a><code><span><span class="keyword">val</span> log1mexp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1mexp(x)</code> returns <code class="odoc-katex-math">\log(1-\exp(x))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log1pexp"><a href="#val-log1pexp" class="anchor"></a><code><span><span class="keyword">val</span> log1pexp : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log1pexp(x)</code> returns <code class="odoc-katex-math">\log(1+\exp(x))</code>.</p></div></div><h6 id="airy-functions"><a href="#airy-functions" class="anchor"></a>Airy functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-airy"><a href="#val-airy" class="anchor"></a><code><span><span class="keyword">val</span> airy : <span>float <span class="arrow">&#45;&gt;</span></span> float * float * float * float</span></code></div><div class="spec-doc"><p>Airy function <code>airy x</code> returns <code>(Ai, Ai', Bi, Bi')</code> evaluated at x. <code>Ai'</code> is the derivative of <code>Ai</code> whilst <code>Bi'</code> is the derivative of <code>Bi</code>.</p></div></div><h6 id="bessel-functions"><a href="#bessel-functions" class="anchor"></a>Bessel functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-j0"><a href="#val-j0" class="anchor"></a><code><span><span class="keyword">val</span> j0 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the first kind of order 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-j1"><a href="#val-j1" class="anchor"></a><code><span><span class="keyword">val</span> j1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the first kind of order 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jv"><a href="#val-jv" class="anchor"></a><code><span><span class="keyword">val</span> jv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of real order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-y0"><a href="#val-y0" class="anchor"></a><code><span><span class="keyword">val</span> y0 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the second kind of order 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-y1"><a href="#val-y1" class="anchor"></a><code><span><span class="keyword">val</span> y1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the second kind of order 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yv"><a href="#val-yv" class="anchor"></a><code><span><span class="keyword">val</span> yv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the second kind of real order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-yn"><a href="#val-yn" class="anchor"></a><code><span><span class="keyword">val</span> yn : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Bessel function of the second kind of integer order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0"><a href="#val-i0" class="anchor"></a><code><span><span class="keyword">val</span> i0 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Modified Bessel function of order 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i0e"><a href="#val-i0e" class="anchor"></a><code><span><span class="keyword">val</span> i0e : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Exponentially scaled modified Bessel function of order 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1"><a href="#val-i1" class="anchor"></a><code><span><span class="keyword">val</span> i1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Modified Bessel function of order 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-i1e"><a href="#val-i1e" class="anchor"></a><code><span><span class="keyword">val</span> i1e : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Exponentially scaled modified Bessel function of order 1.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iv"><a href="#val-iv" class="anchor"></a><code><span><span class="keyword">val</span> iv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Modified Bessel function of the first kind of real order.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-k0"><a href="#val-k0" class="anchor"></a><code><span><span class="keyword">val</span> k0 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Modified Bessel function of the second kind of order 0, <code class="odoc-katex-math">K_0</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-k0e"><a href="#val-k0e" class="anchor"></a><code><span><span class="keyword">val</span> k0e : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Exponentially scaled modified Bessel function K of order 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-k1"><a href="#val-k1" class="anchor"></a><code><span><span class="keyword">val</span> k1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Modified Bessel function of the second kind of order 1, <code class="odoc-katex-math">K_1(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-k1e"><a href="#val-k1e" class="anchor"></a><code><span><span class="keyword">val</span> k1e : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Exponentially scaled modified Bessel function K of order 1.</p></div></div><h6 id="elliptic-functions"><a href="#elliptic-functions" class="anchor"></a>Elliptic functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-ellipj"><a href="#val-ellipj" class="anchor"></a><code><span><span class="keyword">val</span> ellipj : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float * float * float * float</span></code></div><div class="spec-doc"><p>Jacobian Elliptic function <code>ellipj u m</code> returns <code>(sn, cn, dn, phi)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ellipk"><a href="#val-ellipk" class="anchor"></a><code><span><span class="keyword">val</span> ellipk : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ellipk m</code> returns the complete elliptic integral of the first kind.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ellipkm1"><a href="#val-ellipkm1" class="anchor"></a><code><span><span class="keyword">val</span> ellipkm1 : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>FIXME. Complete elliptic integral of the first kind around <code class="odoc-katex-math">m = 1</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ellipkinc"><a href="#val-ellipkinc" class="anchor"></a><code><span><span class="keyword">val</span> ellipkinc : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ellipkinc phi m</code> incomplete elliptic integral of the first kind.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ellipe"><a href="#val-ellipe" class="anchor"></a><code><span><span class="keyword">val</span> ellipe : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ellipe m</code> complete elliptic integral of the second kind.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ellipeinc"><a href="#val-ellipeinc" class="anchor"></a><code><span><span class="keyword">val</span> ellipeinc : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>ellipeinc phi m</code> incomplete elliptic integral of the second kind.</p></div></div><h6 id="gamma-functions"><a href="#gamma-functions" class="anchor"></a>Gamma Functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-gamma"><a href="#val-gamma" class="anchor"></a><code><span><span class="keyword">val</span> gamma : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>gamma z</code> returns the value of the Gamma function</p><div><pre class="odoc-katex-math display">\Gamma(z) = \int_0^\infty x^{z-1} e^{-x} dx = (z - 1)!.</pre></div><p>The gamma function is often referred to as the generalized factorial since <code class="odoc-katex-math">z\gamma(z) = \gamma(z+1)</code> and <code class="odoc-katex-math">\gamma(n+1) = n!</code> for natural number n.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rgamma"><a href="#val-rgamma" class="anchor"></a><code><span><span class="keyword">val</span> rgamma : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Reciprocal Gamma function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-loggamma"><a href="#val-loggamma" class="anchor"></a><code><span><span class="keyword">val</span> loggamma : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Logarithm of the gamma function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gammainc"><a href="#val-gammainc" class="anchor"></a><code><span><span class="keyword">val</span> gammainc : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Incomplete gamma function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gammaincinv"><a href="#val-gammaincinv" class="anchor"></a><code><span><span class="keyword">val</span> gammaincinv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>gammainc</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gammaincc"><a href="#val-gammaincc" class="anchor"></a><code><span><span class="keyword">val</span> gammaincc : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Complemented incomplete gamma integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gammainccinv"><a href="#val-gammainccinv" class="anchor"></a><code><span><span class="keyword">val</span> gammainccinv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>gammaincc</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-psi"><a href="#val-psi" class="anchor"></a><code><span><span class="keyword">val</span> psi : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>The digamma function.</p></div></div><h6 id="beta-functions"><a href="#beta-functions" class="anchor"></a>Beta functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-beta"><a href="#val-beta" class="anchor"></a><code><span><span class="keyword">val</span> beta : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Beta function.</p><div><pre class="odoc-katex-math display">  \mathrm{B}(a, b) =  \frac{\Gamma(a) \Gamma(b)}{\Gamma(a+b)}</pre></div></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-betainc"><a href="#val-betainc" class="anchor"></a><code><span><span class="keyword">val</span> betainc : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Incomplete beta integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-betaincinv"><a href="#val-betaincinv" class="anchor"></a><code><span><span class="keyword">val</span> betaincinv : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>betainc</code>.</p></div></div><h6 id="factorials"><a href="#factorials" class="anchor"></a>Factorials</h6><div class="odoc-spec"><div class="spec value anchored" id="val-fact"><a href="#val-fact" class="anchor"></a><code><span><span class="keyword">val</span> fact : <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Factorial function <code>fact n</code> calculates <code class="odoc-katex-math">n!</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_fact"><a href="#val-log_fact" class="anchor"></a><code><span><span class="keyword">val</span> log_fact : <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Logarithm of factorial function <code>log_fact n</code> calculates <code class="odoc-katex-math">\log n!</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-doublefact"><a href="#val-doublefact" class="anchor"></a><code><span><span class="keyword">val</span> doublefact : <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Double factorial function <code>doublefact n</code> calculates <code class="odoc-katex-math">n!! = n(n-2)(n-4)\dots 2</code> or <code class="odoc-katex-math">\dots 1</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_doublefact"><a href="#val-log_doublefact" class="anchor"></a><code><span><span class="keyword">val</span> log_doublefact : <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Logarithm of double factorial function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-permutation"><a href="#val-permutation" class="anchor"></a><code><span><span class="keyword">val</span> permutation : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>permutation n k</code> returns the number <code class="odoc-katex-math">\frac{n!}{(n-k)!}</code> of ordered subsets of length <code class="odoc-katex-math">k</code>, taken from a set of <code class="odoc-katex-math">n</code> elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-permutation_float"><a href="#val-permutation_float" class="anchor"></a><code><span><span class="keyword">val</span> permutation_float : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>permutation_float</code> is like <code>permutation</code> but deals with larger range.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-combination"><a href="#val-combination" class="anchor"></a><code><span><span class="keyword">val</span> combination : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>combination n k</code> returns the number <code class="odoc-katex-math">n!/(k!(n-k)!)</code> of subsets of k elements of a set of n elements. This is the binomial coefficient <code class="odoc-katex-math">\binom{n}{k}</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-combination_float"><a href="#val-combination_float" class="anchor"></a><code><span><span class="keyword">val</span> combination_float : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>combination_float</code> is like <code>combination</code> but can deal with a larger range.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_combination"><a href="#val-log_combination" class="anchor"></a><code><span><span class="keyword">val</span> log_combination : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>log_combination n k</code> returns the logarithm of <code class="odoc-katex-math">\binom{n}{k}</code>.</p></div></div><h6 id="error-functions"><a href="#error-functions" class="anchor"></a>Error functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-erf"><a href="#val-erf" class="anchor"></a><code><span><span class="keyword">val</span> erf : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Error function. <code class="odoc-katex-math">\int_{-\infty}^x \frac{1}{\sqrt(2\pi)} \exp(-(1/2) y^2) dy</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfc"><a href="#val-erfc" class="anchor"></a><code><span><span class="keyword">val</span> erfc : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Complementary error function, <code class="odoc-katex-math">\int^{\infty}_x \frac{1}{\sqrt(2\pi)} \exp(-(1/2) y^2) dy</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfcx"><a href="#val-erfcx" class="anchor"></a><code><span><span class="keyword">val</span> erfcx : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Scaled complementary error function, <code class="odoc-katex-math">\exp(x^2) \mathrm{erfc}(x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfinv"><a href="#val-erfinv" class="anchor"></a><code><span><span class="keyword">val</span> erfinv : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>erf</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-erfcinv"><a href="#val-erfcinv" class="anchor"></a><code><span><span class="keyword">val</span> erfcinv : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function of <code>erfc</code>.</p></div></div><h6 id="dawson-&amp;-fresnel-integrals"><a href="#dawson-&amp;-fresnel-integrals" class="anchor"></a>Dawson &amp; Fresnel integrals</h6><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Dawson’s integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fresnel"><a href="#val-fresnel" class="anchor"></a><code><span><span class="keyword">val</span> fresnel : <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Fresnel trigonometric integrals. <code>fresnel x</code> returns a tuple consisting of <code>(Fresnel sin integral, Fresnel cos integral)</code>.</p></div></div><h6 id="struve-functions"><a href="#struve-functions" class="anchor"></a>Struve functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-struve"><a href="#val-struve" class="anchor"></a><code><span><span class="keyword">val</span> struve : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>struve v x</code> returns the value of the Struve function of order v at x. The Struve function is defined as,</p><div><pre class="odoc-katex-math display"> H_v(x) = (z/2)^{v + 1}\sum_{n=0}^\infty \frac{(-1)^n (z/2)^{2n}}{\Gamma(n + \frac{3}{2})\Gamma(n + v + \frac{3}{2})}</pre></div><p>where <code class="odoc-katex-math">\Gamma</code> is the gamma function. <code class="odoc-katex-math">x</code> must be positive unless <code class="odoc-katex-math">v</code> is an integer</p></div></div><h6 id="other-special-functions"><a href="#other-special-functions" class="anchor"></a>Other special functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-expn"><a href="#val-expn" class="anchor"></a><code><span><span class="keyword">val</span> expn : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Exponential integral <code class="odoc-katex-math">E_n</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shichi"><a href="#val-shichi" class="anchor"></a><code><span><span class="keyword">val</span> shichi : <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Hyperbolic sine and cosine integrals, <code>shichi x</code> returns * <code class="odoc-katex-math">(\mathrm{shi}, \mathrm{chi})</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shi"><a href="#val-shi" class="anchor"></a><code><span><span class="keyword">val</span> shi : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Hyperbolic sine integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi"><a href="#val-chi" class="anchor"></a><code><span><span class="keyword">val</span> chi : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Hyperbolic cosine integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sici"><a href="#val-sici" class="anchor"></a><code><span><span class="keyword">val</span> sici : <span>float <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p>Sine and cosine integrals, <code>sici x</code> returns <code class="odoc-katex-math">(\mathrm{si}, \mathrm{ci})</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-si"><a href="#val-si" class="anchor"></a><code><span><span class="keyword">val</span> si : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Sine integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ci"><a href="#val-ci" class="anchor"></a><code><span><span class="keyword">val</span> ci : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Cosine integral.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeta"><a href="#val-zeta" class="anchor"></a><code><span><span class="keyword">val</span> zeta : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>zeta x q</code> returns the Hurwitz zeta function <code class="odoc-katex-math">\zeta(x, q)</code>, which reduces to the Riemann zeta function <code class="odoc-katex-math">\zeta(x)</code> when <code class="odoc-katex-math">q=1</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zetac"><a href="#val-zetac" class="anchor"></a><code><span><span class="keyword">val</span> zetac : <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Riemann zeta function minus 1.</p></div></div><h6 id="raw-statistical-functions"><a href="#raw-statistical-functions" class="anchor"></a>Raw statistical functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-bdtr"><a href="#val-bdtr" class="anchor"></a><code><span><span class="keyword">val</span> bdtr : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Binomial distribution cumulative distribution function.</p><p><code>bdtr k n p</code> calculates the sum of the terms <code class="odoc-katex-math">0</code> through <code class="odoc-katex-math">k</code> of the Binomial probability density.</p><p><code class="odoc-katex-math">\mathrm{bdtr}(k, n, p) = \sum_{j=0}^k \binom{n}{j} p^j (1-p)^{n-j}</code></p><p>Parameters: * <code>k</code>: Number of successes. * <code>n</code>: Number of events. * <code>p</code>: Probability of success in a single event.</p><p>Returns: * Probability of <code class="odoc-katex-math">k</code> or fewer successes in <code class="odoc-katex-math">n</code> independent events with success probability <code class="odoc-katex-math">p</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bdtrc"><a href="#val-bdtrc" class="anchor"></a><code><span><span class="keyword">val</span> bdtrc : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Binomial distribution survival function.</p><p><code>bdtrc k n p</code> calculates the sum of the terms <code class="odoc-katex-math">k + 1</code> through <code class="odoc-katex-math">n</code> of the binomial probability density,</p><p><code class="odoc-katex-math">\mathrm{bdtrc}(k, n, p) = \sum_{j=k+1}^n \binom{n}{j} p^j (1-p)^{n-j}</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bdtri"><a href="#val-bdtri" class="anchor"></a><code><span><span class="keyword">val</span> bdtri : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Inverse function to <code>bdtr</code> with respect to <code class="odoc-katex-math">p</code>.</p><p>Finds the event probability <code class="odoc-katex-math">p</code> such that the sum of the terms 0 through <code>k</code> of the binomial probability density is equal to the given cumulative probability <code class="odoc-katex-math">y</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btdtr"><a href="#val-btdtr" class="anchor"></a><code><span><span class="keyword">val</span> btdtr : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Cumulative density function of the beta distribution.</p><p><code>btdtr a b x</code> returns the integral from 0 to <code class="odoc-katex-math">x</code> of the beta probability density function,</p><p><code class="odoc-katex-math">I = \int_0^x \frac{\Gamma(a + b)}{\Gamma(a)\Gamma(b)} t^{a-1} (1-t)^{b-1}\,dt</code></p><p>where <code class="odoc-katex-math">\Gamma</code> is the gamma function.</p><p>Parameters: * <code>a</code>: Shape parameter (<code class="odoc-katex-math">a &gt; 0</code>). * <code>b</code>: Shape parameter (<code class="odoc-katex-math">b &gt; 0</code>). * <code>x</code>: Upper limit of integration, in <code class="odoc-katex-math">[0, 1]</code>.</p><p>Returns: * Cumulative density function of the beta distribution with <code class="odoc-katex-math">a</code> and <code class="odoc-katex-math">b</code> at <code class="odoc-katex-math">x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-btdtri"><a href="#val-btdtri" class="anchor"></a><code><span><span class="keyword">val</span> btdtri : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>The <code class="odoc-katex-math">p</code>-th quantile of the Beta distribution.</p><p>This function is the inverse of the beta cumulative distribution function, <code>btdtr</code>, returning the value of <code class="odoc-katex-math">x</code> for which <code class="odoc-katex-math">\mathrm{btdtr}(a, b, x) = p</code>,</p><div><pre class="odoc-katex-math display">
+  p = \int_0^x \frac{\Gamma(a + b)}{\Gamma(a)\Gamma(b)} t^{a-1} (1-t)^{b-1}\,dt</pre></div><p>where <code class="odoc-katex-math">\Gamma</code> is the gamma function.</p><p>Parameters: * <code>a</code>: Shape parameter (<code class="odoc-katex-math">a &gt; 0</code>). * <code>b</code>: Shape parameter (<code class="odoc-katex-math">b &gt; 0</code>). * <code>x</code>: Cumulative probability, in <code class="odoc-katex-math">[0, 1]</code>.</p><p>Returns: * The quantile corresponding to <code class="odoc-katex-math">p</code>.</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-is_nan"><a href="#val-is_nan" class="anchor"></a><code><span><span class="keyword">val</span> is_nan : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_nan x</code> returns <code>true</code> exactly if <code>x</code> is <code>nan</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_inf"><a href="#val-is_inf" class="anchor"></a><code><span><span class="keyword">val</span> is_inf : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_inf x</code> returns <code>true</code> exactly if <code>x</code> is <code>infinity</code> or <code>neg_infinity</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_normal"><a href="#val-is_normal" class="anchor"></a><code><span><span class="keyword">val</span> is_normal : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_normal x</code> returns <code>true</code> if <code>x</code> is a normal float number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_subnormal"><a href="#val-is_subnormal" class="anchor"></a><code><span><span class="keyword">val</span> is_subnormal : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_nan x</code> returns <code>true</code> if <code>x</code> is subnormal float number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_odd"><a href="#val-is_odd" class="anchor"></a><code><span><span class="keyword">val</span> is_odd : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_odd x</code> returns <code>true</code> exactly if <code>x</code> is odd.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_even"><a href="#val-is_even" class="anchor"></a><code><span><span class="keyword">val</span> is_even : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_even x</code> returns <code>true</code> exactly if <code>x</code> is even.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_pow2"><a href="#val-is_pow2" class="anchor"></a><code><span><span class="keyword">val</span> is_pow2 : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_pow2 x</code> return <code>true</code> exactly if <code>x</code> is an integer power of 2, e.g. 32, 64, etc.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-same_sign"><a href="#val-same_sign" class="anchor"></a><code><span><span class="keyword">val</span> same_sign : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>same_sign x y</code> returns <code>true</code> if <code>x</code> and <code>y</code> have the same sign, otherwise it returns <code>false</code>. Positive and negative zeros are special cases and always returns <code>true</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_simplex"><a href="#val-is_simplex" class="anchor"></a><code><span><span class="keyword">val</span> is_simplex : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_simplex x</code> checks whether the vector <code class="odoc-katex-math">x</code> lies on a simplex. In other words, <code class="odoc-katex-math">\sum_i^K x_i = 1</code> and <code class="odoc-katex-math">x_i\ge~0,\forall~i\in~[1,K]</code>, where <code class="odoc-katex-math">K</code> is the dimension of <code class="odoc-katex-math">x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_int"><a href="#val-is_int" class="anchor"></a><code><span><span class="keyword">val</span> is_int : <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_sqr"><a href="#val-is_sqr" class="anchor"></a><code><span><span class="keyword">val</span> is_sqr : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_sqr x</code> checks if <code>x</code> is the square of an integer.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mulmod"><a href="#val-mulmod" class="anchor"></a><code><span><span class="keyword">val</span> mulmod : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>mulmod a b m</code> computes (a*b) mod m.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-powmod"><a href="#val-powmod" class="anchor"></a><code><span><span class="keyword">val</span> powmod : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>powmod a b m</code> computes (a^b) mod m.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_prime"><a href="#val-is_prime" class="anchor"></a><code><span><span class="keyword">val</span> is_prime : <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>is_prime x</code> returns <code>true</code> if <code>x</code> is a prime number. The function is deterministic for all numbers representable by an int. The function uses the Rabin–Miller primality test.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fermat_fact"><a href="#val-fermat_fact" class="anchor"></a><code><span><span class="keyword">val</span> fermat_fact : <span>int <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div><div class="spec-doc"><p><code>fermat_fact x</code> performs Fermat factorisation over <code>x</code>, i.e. into two roughly equal factors. <code>x</code> must be an odd number.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nextafter"><a href="#val-nextafter" class="anchor"></a><code><span><span class="keyword">val</span> nextafter : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>nextafter from to</code> returns the next representable double precision value of <code>from</code> in the direction of <code>to</code>. If <code>from</code> equals <code>to</code>, this value is returned.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-nextafterf"><a href="#val-nextafterf" class="anchor"></a><code><span><span class="keyword">val</span> nextafterf : <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>nextafter from to</code> returns the next representable single precision value of <code>from</code> in the direction of <code>to</code>. If <code>from</code> equals <code>to</code>, this value is returned.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_maths_special/index.html b/docs/owl/Owl_maths_special/index.html
index 90eec68c4..66ac50a9b 100644
--- a/docs/owl/Owl_maths_special/index.html
+++ b/docs/owl/Owl_maths_special/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_maths_special (owl.Owl_maths_special)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_maths_special</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_maths_special</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-CI"><a href="#module-CI" class="anchor"></a><code><span><span class="keyword">module</span> CI</span><span> = <span class="xref-unresolved">Cstubs_internals</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-airy"><a href="#val-airy" class="anchor"></a><code><span><span class="keyword">val</span> airy : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_maths_special (owl.Owl_maths_special)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_maths_special</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_maths_special</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-CI"><a href="#module-CI" class="anchor"></a><code><span><span class="keyword">module</span> CI</span><span> = <span class="xref-unresolved">Cstubs_internals</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-airy"><a href="#val-airy" class="anchor"></a><code><span><span class="keyword">val</span> airy : 
   <span>float <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span>[ `C ]</span>)</span> <span class="xref-unresolved">CI</span>.pointer</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'b</span>, <span>[ `C ]</span>)</span> <span class="xref-unresolved">CI</span>.pointer</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_matrix/index.html b/docs/owl/Owl_matrix/index.html
index b46861f73..0a90e8477 100644
--- a/docs/owl/Owl_matrix/index.html
+++ b/docs/owl/Owl_matrix/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_matrix (owl.Owl_matrix)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_matrix</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_matrix</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_matrix_check/index.html">Owl_matrix_check</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_matrix_is_triu"><a href="#val-owl_float32_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float64_matrix_is_triu"><a href="#val-owl_float64_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_float64_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex32_matrix_is_triu"><a href="#val-owl_complex32_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex32_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex64_matrix_is_triu"><a href="#val-owl_complex64_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex64_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_matrix_is_triu"><a href="#val-_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> _matrix_is_triu : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_matrix (owl.Owl_matrix)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_matrix</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_matrix</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_matrix_check/index.html">Owl_matrix_check</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_matrix_is_triu"><a href="#val-owl_float32_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float64_matrix_is_triu"><a href="#val-owl_float64_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_float64_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex32_matrix_is_triu"><a href="#val-owl_complex32_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex32_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex64_matrix_is_triu"><a href="#val-owl_complex64_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex64_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_matrix_is_triu"><a href="#val-_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> _matrix_is_triu : 
   'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_matrix_is_tril"><a href="#val-owl_float32_matrix_is_tril" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_matrix_is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float64_matrix_is_tril"><a href="#val-owl_float64_matrix_is_tril" class="anchor"></a><code><span><span class="keyword">val</span> owl_float64_matrix_is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex32_matrix_is_tril"><a href="#val-owl_complex32_matrix_is_tril" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex32_matrix_is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex64_matrix_is_tril"><a href="#val-owl_complex64_matrix_is_tril" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex64_matrix_is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_matrix_is_tril"><a href="#val-_matrix_is_tril" class="anchor"></a><code><span><span class="keyword">val</span> _matrix_is_tril : 
diff --git a/docs/owl/Owl_matrix_check/index.html b/docs/owl/Owl_matrix_check/index.html
index 227dcf197..597c0836f 100644
--- a/docs/owl/Owl_matrix_check/index.html
+++ b/docs/owl/Owl_matrix_check/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_matrix_check (owl.Owl_matrix_check)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_matrix_check</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_matrix_check</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_matrix_is_triu"><a href="#val-owl_float32_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float64_matrix_is_triu"><a href="#val-owl_float64_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_float64_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex32_matrix_is_triu"><a href="#val-owl_complex32_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex32_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex64_matrix_is_triu"><a href="#val-owl_complex64_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex64_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_matrix_is_triu"><a href="#val-_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> _matrix_is_triu : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_matrix_check (owl.Owl_matrix_check)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_matrix_check</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_matrix_check</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_matrix_is_triu"><a href="#val-owl_float32_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float64_matrix_is_triu"><a href="#val-owl_float64_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_float64_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex32_matrix_is_triu"><a href="#val-owl_complex32_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex32_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex64_matrix_is_triu"><a href="#val-owl_complex64_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex64_matrix_is_triu : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_matrix_is_triu"><a href="#val-_matrix_is_triu" class="anchor"></a><code><span><span class="keyword">val</span> _matrix_is_triu : 
   'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_matrix_is_tril"><a href="#val-owl_float32_matrix_is_tril" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_matrix_is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float64_matrix_is_tril"><a href="#val-owl_float64_matrix_is_tril" class="anchor"></a><code><span><span class="keyword">val</span> owl_float64_matrix_is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex32_matrix_is_tril"><a href="#val-owl_complex32_matrix_is_tril" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex32_matrix_is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex64_matrix_is_tril"><a href="#val-owl_complex64_matrix_is_tril" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex64_matrix_is_tril : <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_matrix_is_tril"><a href="#val-_matrix_is_tril" class="anchor"></a><code><span><span class="keyword">val</span> _matrix_is_tril : 
diff --git a/docs/owl/Owl_matrix_swap/index.html b/docs/owl/Owl_matrix_swap/index.html
index 950e2adde..ee66f60e3 100644
--- a/docs/owl/Owl_matrix_swap/index.html
+++ b/docs/owl/Owl_matrix_swap/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_matrix_swap (owl.Owl_matrix_swap)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_matrix_swap</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_matrix_swap</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_matrix_swap_rows"><a href="#val-owl_float32_matrix_swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_matrix_swap_rows : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_matrix_swap (owl.Owl_matrix_swap)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_matrix_swap</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_matrix_swap</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_matrix_swap_rows"><a href="#val-owl_float32_matrix_swap_rows" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_matrix_swap_rows : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray/index.html b/docs/owl/Owl_ndarray/index.html
index 01c0fd3b7..eea9db367 100644
--- a/docs/owl/Owl_ndarray/index.html
+++ b/docs/owl/Owl_ndarray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray (owl.Owl_ndarray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray</span></code></h1><p>Tensor operations implementation in Owl's Ndarray</p></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_ndarray_maths/index.html">Owl_ndarray_maths</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-_owl_uniform_fun"><a href="#val-_owl_uniform_fun" class="anchor"></a><code><span><span class="keyword">val</span> _owl_uniform_fun : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_owl_gaussian_fun"><a href="#val-_owl_gaussian_fun" class="anchor"></a><code><span><span class="keyword">val</span> _owl_gaussian_fun : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_copy"><a href="#val-owl_float32_copy" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_copy : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray (owl.Owl_ndarray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray</span></code></h1><p>Tensor operations implementation in Owl's Ndarray</p></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../Owl_ndarray_maths/index.html">Owl_ndarray_maths</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-_owl_uniform_fun"><a href="#val-_owl_uniform_fun" class="anchor"></a><code><span><span class="keyword">val</span> _owl_uniform_fun : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_owl_gaussian_fun"><a href="#val-_owl_gaussian_fun" class="anchor"></a><code><span><span class="keyword">val</span> _owl_gaussian_fun : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_copy"><a href="#val-owl_float32_copy" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_copy : 
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray_contract/index.html b/docs/owl/Owl_ndarray_contract/index.html
index a06309098..4fc9ac101 100644
--- a/docs/owl/Owl_ndarray_contract/index.html
+++ b/docs/owl/Owl_ndarray_contract/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_contract (owl.Owl_ndarray_contract)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_contract</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_contract</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_contract_one"><a href="#val-owl_float32_ndarray_contract_one" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_contract_one : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_contract (owl.Owl_ndarray_contract)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_contract</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_contract</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_contract_one"><a href="#val-owl_float32_ndarray_contract_one" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_contract_one : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray_conv/index.html b/docs/owl/Owl_ndarray_conv/index.html
index 9c9f211c8..96692dcf6 100644
--- a/docs/owl/Owl_ndarray_conv/index.html
+++ b/docs/owl/Owl_ndarray_conv/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_conv (owl.Owl_ndarray_conv)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_conv</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_conv</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_conv_spatial"><a href="#val-owl_float32_ndarray_conv_spatial" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_conv_spatial : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_conv (owl.Owl_ndarray_conv)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_conv</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_conv</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_conv_spatial"><a href="#val-owl_float32_ndarray_conv_spatial" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_conv_spatial : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray_fma/index.html b/docs/owl/Owl_ndarray_fma/index.html
index 81ab7562b..dabb98c92 100644
--- a/docs/owl/Owl_ndarray_fma/index.html
+++ b/docs/owl/Owl_ndarray_fma/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_fma (owl.Owl_ndarray_fma)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_fma</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_fma</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_fma"><a href="#val-owl_float32_ndarray_fma" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_fma : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_fma (owl.Owl_ndarray_fma)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_fma</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_fma</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_fma"><a href="#val-owl_float32_ndarray_fma" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_fma : 
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray_maths/index.html b/docs/owl/Owl_ndarray_maths/index.html
index b18099c5a..dc3868333 100644
--- a/docs/owl/Owl_ndarray_maths/index.html
+++ b/docs/owl/Owl_ndarray_maths/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_maths (owl.Owl_ndarray_maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_maths</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-_owl_uniform_fun"><a href="#val-_owl_uniform_fun" class="anchor"></a><code><span><span class="keyword">val</span> _owl_uniform_fun : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_owl_gaussian_fun"><a href="#val-_owl_gaussian_fun" class="anchor"></a><code><span><span class="keyword">val</span> _owl_gaussian_fun : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_copy"><a href="#val-owl_float32_copy" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_copy : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_maths (owl.Owl_ndarray_maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_maths</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-_owl_uniform_fun"><a href="#val-_owl_uniform_fun" class="anchor"></a><code><span><span class="keyword">val</span> _owl_uniform_fun : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_owl_gaussian_fun"><a href="#val-_owl_gaussian_fun" class="anchor"></a><code><span><span class="keyword">val</span> _owl_gaussian_fun : 'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_copy"><a href="#val-owl_float32_copy" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_copy : 
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray_pool/index.html b/docs/owl/Owl_ndarray_pool/index.html
index e54a25d95..3a2493b51 100644
--- a/docs/owl/Owl_ndarray_pool/index.html
+++ b/docs/owl/Owl_ndarray_pool/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_pool (owl.Owl_ndarray_pool)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_pool</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_pool</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_maxpool_spatial"><a href="#val-owl_float32_ndarray_maxpool_spatial" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_maxpool_spatial : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_pool (owl.Owl_ndarray_pool)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_pool</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_pool</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_maxpool_spatial"><a href="#val-owl_float32_ndarray_maxpool_spatial" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_maxpool_spatial : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray_repeat/index.html b/docs/owl/Owl_ndarray_repeat/index.html
index 56aa3ead2..303d3fa0c 100644
--- a/docs/owl/Owl_ndarray_repeat/index.html
+++ b/docs/owl/Owl_ndarray_repeat/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_repeat (owl.Owl_ndarray_repeat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_repeat</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_repeat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_repeat"><a href="#val-owl_float32_ndarray_repeat" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_repeat : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_repeat (owl.Owl_ndarray_repeat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_repeat</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_repeat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_repeat"><a href="#val-owl_float32_ndarray_repeat" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_repeat : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(int64, <span class="type-var">'c</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray_slide/index.html b/docs/owl/Owl_ndarray_slide/index.html
index 048c53105..9ca72a823 100644
--- a/docs/owl/Owl_ndarray_slide/index.html
+++ b/docs/owl/Owl_ndarray_slide/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_slide (owl.Owl_ndarray_slide)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_slide</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_slide</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_slide"><a href="#val-owl_float32_ndarray_slide" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_slide : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_slide (owl.Owl_ndarray_slide)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_slide</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_slide</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_slide"><a href="#val-owl_float32_ndarray_slide" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_slide : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray_sort/index.html b/docs/owl/Owl_ndarray_sort/index.html
index 8347ba8cf..c33107662 100644
--- a/docs/owl/Owl_ndarray_sort/index.html
+++ b/docs/owl/Owl_ndarray_sort/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_sort (owl.Owl_ndarray_sort)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_sort</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_sort</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_sort"><a href="#val-owl_float32_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float64_sort"><a href="#val-owl_float64_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_float64_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex32_sort"><a href="#val-owl_complex32_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex32_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex64_sort"><a href="#val-owl_complex64_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex64_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_int8_sort"><a href="#val-owl_int8_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_int8_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_uint8_sort"><a href="#val-owl_uint8_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_uint8_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_int16_sort"><a href="#val-owl_int16_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_int16_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_uint16_sort"><a href="#val-owl_uint16_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_uint16_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_int32_sort"><a href="#val-owl_int32_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_int32_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_int64_sort"><a href="#val-owl_int64_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_int64_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_owl_sort"><a href="#val-_owl_sort" class="anchor"></a><code><span><span class="keyword">val</span> _owl_sort : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_sort (owl.Owl_ndarray_sort)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_sort</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_sort</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_sort"><a href="#val-owl_float32_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float64_sort"><a href="#val-owl_float64_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_float64_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex32_sort"><a href="#val-owl_complex32_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex32_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_complex64_sort"><a href="#val-owl_complex64_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_complex64_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_int8_sort"><a href="#val-owl_int8_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_int8_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_uint8_sort"><a href="#val-owl_uint8_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_uint8_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_int16_sort"><a href="#val-owl_int16_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_int16_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_uint16_sort"><a href="#val-owl_uint16_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_uint16_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_int32_sort"><a href="#val-owl_int32_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_int32_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_int64_sort"><a href="#val-owl_int64_sort" class="anchor"></a><code><span><span class="keyword">val</span> owl_int64_sort : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_owl_sort"><a href="#val-_owl_sort" class="anchor"></a><code><span><span class="keyword">val</span> _owl_sort : 
   'a 'b. <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray_transpose/index.html b/docs/owl/Owl_ndarray_transpose/index.html
index b6c75ba6b..34ae779ef 100644
--- a/docs/owl/Owl_ndarray_transpose/index.html
+++ b/docs/owl/Owl_ndarray_transpose/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_transpose (owl.Owl_ndarray_transpose)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_transpose</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_transpose</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_transpose"><a href="#val-owl_float32_ndarray_transpose" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_transpose : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_transpose (owl.Owl_ndarray_transpose)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_transpose</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_transpose</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_transpose"><a href="#val-owl_float32_ndarray_transpose" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_transpose : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(int64, <span class="xref-unresolved">Stdlib</span>.Bigarray.int64_elt)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray_upsampling/index.html b/docs/owl/Owl_ndarray_upsampling/index.html
index 3331df313..39d6d825d 100644
--- a/docs/owl/Owl_ndarray_upsampling/index.html
+++ b/docs/owl/Owl_ndarray_upsampling/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_upsampling (owl.Owl_ndarray_upsampling)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_upsampling</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_upsampling</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_upsampling_spatial_backward"><a href="#val-owl_float32_ndarray_upsampling_spatial_backward" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_upsampling_spatial_backward : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_upsampling (owl.Owl_ndarray_upsampling)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_upsampling</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_upsampling</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_upsampling_spatial_backward"><a href="#val-owl_float32_ndarray_upsampling_spatial_backward" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_upsampling_spatial_backward : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_ndarray_utils/index.html b/docs/owl/Owl_ndarray_utils/index.html
index 684a0733d..1bd963b40 100644
--- a/docs/owl/Owl_ndarray_utils/index.html
+++ b/docs/owl/Owl_ndarray_utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_utils (owl.Owl_ndarray_utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_utils</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_ndarray_same_data"><a href="#val-owl_ndarray_same_data" class="anchor"></a><code><span><span class="keyword">val</span> owl_ndarray_same_data : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_ndarray_utils (owl.Owl_ndarray_utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_ndarray_utils</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_ndarray_utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_ndarray_same_data"><a href="#val-owl_ndarray_same_data" class="anchor"></a><code><span><span class="keyword">val</span> owl_ndarray_same_data : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_owl_ndarray_same_data"><a href="#val-_owl_ndarray_same_data" class="anchor"></a><code><span><span class="keyword">val</span> _owl_ndarray_same_data : 
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Activation/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Activation/index.html
index 53f25367d..4fca4388a 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Activation/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Activation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl.Owl_neural.D.Graph.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl.Owl_neural.D.Graph.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Activation/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Activation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Activation/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Activation.neuron_typ</a></span><span> =
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Add/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Add/index.html
index 78ad08b1e..865220a80 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Add/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Add/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl.Owl_neural.D.Graph.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl.Owl_neural.D.Graph.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Add/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Add.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/AlphaDropout/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/AlphaDropout/index.html
index 9c74041e9..425f50d41 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/AlphaDropout/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/AlphaDropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl.Owl_neural.D.Graph.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl.Owl_neural.D.Graph.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/AlphaDropout/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.AlphaDropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Average/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Average/index.html
index e3deb9d03..3cfd46845 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Average/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Average/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl.Owl_neural.D.Graph.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl.Owl_neural.D.Graph.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Average/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Average.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/AvgPool1D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/AvgPool1D/index.html
index c8a5e2789..4a5baa4b9 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/AvgPool1D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/AvgPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl.Owl_neural.D.Graph.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl.Owl_neural.D.Graph.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.AvgPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/AvgPool2D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/AvgPool2D/index.html
index 2b3d52dea..0d19e64d6 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/AvgPool2D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/AvgPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl.Owl_neural.D.Graph.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl.Owl_neural.D.Graph.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.AvgPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Concatenate/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Concatenate/index.html
index ef12702d8..c4965bb4a 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Concatenate/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Concatenate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl.Owl_neural.D.Graph.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl.Owl_neural.D.Graph.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Concatenate/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Concatenate.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Conv1D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Conv1D/index.html
index 8374570e3..d54d0ebb6 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Conv1D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Conv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl.Owl_neural.D.Graph.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl.Owl_neural.D.Graph.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Conv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Conv2D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Conv2D/index.html
index d4c2e1ac1..ac3a901c9 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Conv2D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Conv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl.Owl_neural.D.Graph.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl.Owl_neural.D.Graph.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Conv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Conv3D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Conv3D/index.html
index 88ecc9a9e..0ab418ee6 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Conv3D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Conv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl.Owl_neural.D.Graph.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl.Owl_neural.D.Graph.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv3D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Conv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv1D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv1D/index.html
index da250fb35..af77d8124 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv1D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl.Owl_neural.D.Graph.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl.Owl_neural.D.Graph.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.DilatedConv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv2D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv2D/index.html
index aefcb024b..7c5ceb9fd 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv2D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl.Owl_neural.D.Graph.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl.Owl_neural.D.Graph.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.DilatedConv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv3D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv3D/index.html
index e7fdc6b79..16d7d7165 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv3D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/DilatedConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl.Owl_neural.D.Graph.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl.Owl_neural.D.Graph.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv3D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.DilatedConv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Dot/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Dot/index.html
index 5f56ca72b..5fdb75f4f 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Dot/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Dot/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl.Owl_neural.D.Graph.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl.Owl_neural.D.Graph.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dot/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Dot.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Dropout/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Dropout/index.html
index ef6a32531..6afc49cb7 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Dropout/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Dropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl.Owl_neural.D.Graph.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl.Owl_neural.D.Graph.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dropout/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Dropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Embedding/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Embedding/index.html
index 585e95191..6f29d2d09 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Embedding/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Embedding/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl.Owl_neural.D.Graph.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl.Owl_neural.D.Graph.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Embedding/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Embedding.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Flatten/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Flatten/index.html
index 0be334298..854d603db 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Flatten/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Flatten/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl.Owl_neural.D.Graph.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl.Owl_neural.D.Graph.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Flatten/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Flatten.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/FullyConnected/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/FullyConnected/index.html
index a18f13f62..238ede34e 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/FullyConnected/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/FullyConnected/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl.Owl_neural.D.Graph.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl.Owl_neural.D.Graph.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/FullyConnected/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.FullyConnected.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/GRU/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/GRU/index.html
index 78c01b83a..afb684b54 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/GRU/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/GRU/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl.Owl_neural.D.Graph.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl.Owl_neural.D.Graph.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GRU/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.GRU.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/GaussianDropout/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/GaussianDropout/index.html
index c5fc73d28..12c6857fe 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/GaussianDropout/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/GaussianDropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl.Owl_neural.D.Graph.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl.Owl_neural.D.Graph.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianDropout/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.GaussianDropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/GaussianNoise/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/GaussianNoise/index.html
index aab710953..7eabfdbca 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/GaussianNoise/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/GaussianNoise/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl.Owl_neural.D.Graph.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl.Owl_neural.D.Graph.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianNoise/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.GaussianNoise.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/GlobalAvgPool1D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/GlobalAvgPool1D/index.html
index cc66b77a1..4685def83 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/GlobalAvgPool1D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/GlobalAvgPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl.Owl_neural.D.Graph.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl.Owl_neural.D.Graph.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.GlobalAvgPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/GlobalAvgPool2D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/GlobalAvgPool2D/index.html
index 31dfca794..752aa1dfe 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/GlobalAvgPool2D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/GlobalAvgPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl.Owl_neural.D.Graph.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl.Owl_neural.D.Graph.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.GlobalAvgPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/GlobalMaxPool1D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/GlobalMaxPool1D/index.html
index 174e06187..382b10049 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/GlobalMaxPool1D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/GlobalMaxPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl.Owl_neural.D.Graph.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl.Owl_neural.D.Graph.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.GlobalMaxPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/GlobalMaxPool2D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/GlobalMaxPool2D/index.html
index 09e3b839d..c63f03c3c 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/GlobalMaxPool2D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/GlobalMaxPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl.Owl_neural.D.Graph.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl.Owl_neural.D.Graph.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.GlobalMaxPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Init/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Init/index.html
index 2066d5ebc..8b0a9a45e 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Init/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Init/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl.Owl_neural.D.Graph.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl.Owl_neural.D.Graph.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Init/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Init.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Input/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Input/index.html
index a9dd7565c..77ff0b6bf 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Input/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Input/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl.Owl_neural.D.Graph.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl.Owl_neural.D.Graph.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Input/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Input.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/LSTM/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/LSTM/index.html
index 493455b98..ce41cacdc 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/LSTM/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/LSTM/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl.Owl_neural.D.Graph.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl.Owl_neural.D.Graph.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/LSTM/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.LSTM.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Lambda/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Lambda/index.html
index 558cf7c10..fff6fa5dd 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Lambda/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Lambda/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl.Owl_neural.D.Graph.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl.Owl_neural.D.Graph.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Lambda/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Lambda.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?out_shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/LambdaArray/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/LambdaArray/index.html
index 64a01c874..cbc47de60 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/LambdaArray/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/LambdaArray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl.Owl_neural.D.Graph.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl.Owl_neural.D.Graph.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/LambdaArray/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.LambdaArray.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Linear/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Linear/index.html
index d1b2c25e9..582529fa3 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Linear/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Linear/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl.Owl_neural.D.Graph.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl.Owl_neural.D.Graph.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Linear/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Linear.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/LinearNoBias/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/LinearNoBias/index.html
index a1a8ab184..364ca01a6 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/LinearNoBias/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/LinearNoBias/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl.Owl_neural.D.Graph.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl.Owl_neural.D.Graph.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/LinearNoBias/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.LinearNoBias.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Masking/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Masking/index.html
index 3222d8cfe..e9e967b48 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Masking/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Masking/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl.Owl_neural.D.Graph.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl.Owl_neural.D.Graph.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Max/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Max/index.html
index 301b14524..56999f929 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Max/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Max/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl.Owl_neural.D.Graph.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl.Owl_neural.D.Graph.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Max/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Max.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/MaxPool1D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/MaxPool1D/index.html
index 93b30a928..2f9d43b12 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/MaxPool1D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/MaxPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl.Owl_neural.D.Graph.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl.Owl_neural.D.Graph.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.MaxPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/MaxPool2D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/MaxPool2D/index.html
index 0ed3779db..94e304d29 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/MaxPool2D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/MaxPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl.Owl_neural.D.Graph.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl.Owl_neural.D.Graph.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.MaxPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Mul/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Mul/index.html
index 881a32298..c6b7dfa70 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Mul/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Mul/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl.Owl_neural.D.Graph.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl.Owl_neural.D.Graph.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Mul/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Mul.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Normalisation/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Normalisation/index.html
index 39958835a..95e63e264 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Normalisation/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Normalisation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl.Owl_neural.D.Graph.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl.Owl_neural.D.Graph.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Normalisation/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Normalisation.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?training</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
index 6628f15c9..2b1bc9440 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
index de4029c7e..67aa8c139 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
index c0ef60b54..df23ab1d8 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/index.html
index 0176d947d..a39c78a54 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <a href="../../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/index.html#type-arr">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Algodiff.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> =
   <a href="../../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/index.html#type-elt">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Algodiff.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Arr/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Arr/index.html
index 8695caa87..223e41437 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Arr/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/index.html
index e3c62220d..aa7609336 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index 0f3bde69e..ad284a59b 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
index b78388234..5cd8372ce 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
index 87deb6582..57149026b 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index 2a5564741..b228d5d99 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
index 2ef42e52d..5e6515d11 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
index 736bd920d..f4d966cd6 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">D</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Linalg/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
index e7bd3a8f5..2382933fa 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Mat/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Mat/index.html
index 98bfd8b15..3b2152b20 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Maths/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Maths/index.html
index de2b85357..92238a697 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/NN/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/NN/index.html
index 2c607e4cd..7ea74bd50 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/NN/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">D</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/index.html
index 16f1b95cd..fb341a399 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Algodiff/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_neural.D.Graph.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/index.html#type-t">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Algodiff.t</a></span><span> =
   </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Batch/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Batch/index.html
index 1aaba8fb7..0aad2a622 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Batch/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Batch/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_neural.D.Graph.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_neural.D.Graph.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Batch/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Batch.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Checkpoint/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Checkpoint/index.html
index ec8ac5a4e..e89a5e590 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Checkpoint/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Checkpoint/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_neural.D.Graph.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_neural.D.Graph.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Checkpoint/index.html#type-state">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Checkpoint.state</a></span><span> =
   </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Checkpoint/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Checkpoint.typ</a></span><span> =
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Clipping/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Clipping/index.html
index e0d284f95..c10d62cf2 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Clipping/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Clipping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_neural.D.Graph.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_neural.D.Graph.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Clipping/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Clipping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Gradient/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Gradient/index.html
index 4ba0fd032..6cd7252f5 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Gradient/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_neural.D.Graph.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_neural.D.Graph.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Gradient/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Gradient.typ</a></span><span> =
   </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Learning_Rate/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Learning_Rate/index.html
index a29371dd4..ca32ccf89 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Learning_Rate/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Learning_Rate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_neural.D.Graph.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_neural.D.Graph.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Learning_Rate/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Learning_Rate.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Loss/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Loss/index.html
index 087ab0d06..9c7e1ba54 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Loss/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Loss/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_neural.D.Graph.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_neural.D.Graph.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Loss/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Loss.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Momentum/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Momentum/index.html
index 7b2eb91bd..9f6392a0d 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Momentum/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Momentum/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_neural.D.Graph.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_neural.D.Graph.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Momentum/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Momentum.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Params/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Params/index.html
index 360bac249..7515dab9a 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Params/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_neural.D.Graph.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_neural.D.Graph.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Params/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Params.typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Regularisation/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Regularisation/index.html
index 92e4fd6f4..33a96bdeb 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Regularisation/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Regularisation/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_neural.D.Graph.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_neural.D.Graph.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Regularisation/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Regularisation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Stopping/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Stopping/index.html
index e472a79fc..f84b4b496 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Stopping/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Stopping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_neural.D.Graph.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_neural.D.Graph.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Stopping/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Optimise.Stopping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Utils/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Utils/index.html
index a3b13f872..5265ae1b4 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Utils/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_neural.D.Graph.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_neural.D.Graph.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/index.html
index 9ee7ae154..820b508f4 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_neural.D.Graph.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_neural.D.Graph.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Padding1D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Padding1D/index.html
index 0a615646c..32f97de7a 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Padding1D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Padding1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl.Owl_neural.D.Graph.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl.Owl_neural.D.Graph.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Padding2D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Padding2D/index.html
index 9f0edeb65..6f68d2b76 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Padding2D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Padding2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl.Owl_neural.D.Graph.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl.Owl_neural.D.Graph.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Padding2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Padding3D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Padding3D/index.html
index 7cab1340b..e3cf9346e 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Padding3D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Padding3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl.Owl_neural.D.Graph.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl.Owl_neural.D.Graph.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Recurrent/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Recurrent/index.html
index b2c5cee1a..2715b5936 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Recurrent/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Recurrent/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl.Owl_neural.D.Graph.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl.Owl_neural.D.Graph.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Recurrent/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Recurrent.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Reshape/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Reshape/index.html
index b161ffbfc..732712aac 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Reshape/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Reshape/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl.Owl_neural.D.Graph.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl.Owl_neural.D.Graph.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Reshape/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Reshape.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/Slice/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/Slice/index.html
index f3074975b..11efb4aad 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/Slice/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/Slice/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl.Owl_neural.D.Graph.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl.Owl_neural.D.Graph.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Slice/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.Slice.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv1D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv1D/index.html
index 10a2a228f..5e41d9ebd 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv1D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl.Owl_neural.D.Graph.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl.Owl_neural.D.Graph.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.TransposeConv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv2D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv2D/index.html
index 8784d1ee8..4f477723e 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv2D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl.Owl_neural.D.Graph.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl.Owl_neural.D.Graph.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.TransposeConv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv3D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv3D/index.html
index 97beb54d4..9668f4089 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv3D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/TransposeConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl.Owl_neural.D.Graph.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl.Owl_neural.D.Graph.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv3D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.TransposeConv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling1D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling1D/index.html
index 24658eed9..434a47802 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling1D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl.Owl_neural.D.Graph.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl.Owl_neural.D.Graph.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling2D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling2D/index.html
index 2010678b6..aaa8143b5 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling2D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl.Owl_neural.D.Graph.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl.Owl_neural.D.Graph.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.UpSampling2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling3D/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling3D/index.html
index 9c3b87f43..7effd133d 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling3D/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/UpSampling3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl.Owl_neural.D.Graph.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl.Owl_neural.D.Graph.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/Neuron/index.html b/docs/owl/Owl_neural/D/Graph/Neuron/index.html
index ed73d986e..6969f3b1b 100644
--- a/docs/owl/Owl_neural/D/Graph/Neuron/index.html
+++ b/docs/owl/Owl_neural/D/Graph/Neuron/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl.Owl_neural.D.Graph.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_neural</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Neuron</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl.Owl_neural.D.Graph.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_neural</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Neuron</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> =
   <a href="../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/index.html#type-neuron">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).Neuron.neuron</a></span><span> =
   </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/D/Graph/index.html b/docs/owl/Owl_neural/D/Graph/index.html
index cf226da5d..c5026f998 100644
--- a/docs/owl/Owl_neural/D/Graph/index.html
+++ b/docs/owl/Owl_neural/D/Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl.Owl_neural.D.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_neural</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>D.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = <a href="../../../../owl-base/Owl_neural_generic/Make_Embedded/index.html#type-node">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).node</a></span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl.Owl_neural.D.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_neural</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>D.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = <a href="../../../../owl-base/Owl_neural_generic/Make_Embedded/index.html#type-node">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).node</a></span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> =
   <a href="../../../../owl-base/Owl_neural_generic/Make_Embedded/index.html#type-network">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.D).network</a></span><span> =
   </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/D/index.html b/docs/owl/Owl_neural/D/index.html
index eb13de0ba..50005781f 100644
--- a/docs/owl/Owl_neural/D/index.html
+++ b/docs/owl/Owl_neural/D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_neural.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_neural</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="Graph/Neuron/Optimise/index.html">Graph.Neuron.Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="Graph/Neuron/Optimise/Algodiff/index.html">Graph.Neuron.Optimise.Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> Init</span><span> = <a href="Graph/Neuron/Init/index.html">Graph.Neuron.Init</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> Activation</span><span> = <a href="Graph/Neuron/Activation/index.html">Graph.Neuron.Activation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> Params</span><span> = <a href="Graph/Neuron/Optimise/Params/index.html">Graph.Neuron.Optimise.Params</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> Batch</span><span> = <a href="Graph/Neuron/Optimise/Batch/index.html">Graph.Neuron.Optimise.Batch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> Learning_Rate</span><span> = <a href="Graph/Neuron/Optimise/Learning_Rate/index.html">Graph.Neuron.Optimise.Learning_Rate</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> Loss</span><span> = <a href="Graph/Neuron/Optimise/Loss/index.html">Graph.Neuron.Optimise.Loss</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> Gradient</span><span> = <a href="Graph/Neuron/Optimise/Gradient/index.html">Graph.Neuron.Optimise.Gradient</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> Momentum</span><span> = <a href="Graph/Neuron/Optimise/Momentum/index.html">Graph.Neuron.Optimise.Momentum</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> Regularisation</span><span> = <a href="Graph/Neuron/Optimise/Regularisation/index.html">Graph.Neuron.Optimise.Regularisation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> Clipping</span><span> = <a href="Graph/Neuron/Optimise/Clipping/index.html">Graph.Neuron.Optimise.Clipping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> Stopping</span><span> = <a href="Graph/Neuron/Optimise/Stopping/index.html">Graph.Neuron.Optimise.Stopping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> Checkpoint</span><span> = <a href="Graph/Neuron/Optimise/Checkpoint/index.html">Graph.Neuron.Optimise.Checkpoint</a></span></code></div></div></details></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_neural.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_neural</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural.D</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="Graph/Neuron/Optimise/index.html">Graph.Neuron.Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="Graph/Neuron/Optimise/Algodiff/index.html">Graph.Neuron.Optimise.Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> Init</span><span> = <a href="Graph/Neuron/Init/index.html">Graph.Neuron.Init</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> Activation</span><span> = <a href="Graph/Neuron/Activation/index.html">Graph.Neuron.Activation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> Params</span><span> = <a href="Graph/Neuron/Optimise/Params/index.html">Graph.Neuron.Optimise.Params</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> Batch</span><span> = <a href="Graph/Neuron/Optimise/Batch/index.html">Graph.Neuron.Optimise.Batch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> Learning_Rate</span><span> = <a href="Graph/Neuron/Optimise/Learning_Rate/index.html">Graph.Neuron.Optimise.Learning_Rate</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> Loss</span><span> = <a href="Graph/Neuron/Optimise/Loss/index.html">Graph.Neuron.Optimise.Loss</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> Gradient</span><span> = <a href="Graph/Neuron/Optimise/Gradient/index.html">Graph.Neuron.Optimise.Gradient</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> Momentum</span><span> = <a href="Graph/Neuron/Optimise/Momentum/index.html">Graph.Neuron.Optimise.Momentum</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> Regularisation</span><span> = <a href="Graph/Neuron/Optimise/Regularisation/index.html">Graph.Neuron.Optimise.Regularisation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> Clipping</span><span> = <a href="Graph/Neuron/Optimise/Clipping/index.html">Graph.Neuron.Optimise.Clipping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> Stopping</span><span> = <a href="Graph/Neuron/Optimise/Stopping/index.html">Graph.Neuron.Optimise.Stopping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> Checkpoint</span><span> = <a href="Graph/Neuron/Optimise/Checkpoint/index.html">Graph.Neuron.Optimise.Checkpoint</a></span></code></div></div></details></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Activation/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Activation/index.html
index 219dde7da..dd13ff7e7 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Activation/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Activation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl.Owl_neural.S.Graph.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Activation (owl.Owl_neural.S.Graph.Neuron.Activation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Activation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Activation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Activation/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Activation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Elu" class="def variant constructor anchored"><a href="#type-typ.Elu" class="anchor"></a><code><span>| </span><span><span class="constructor">Elu</span></span></code></li><li id="type-typ.Relu" class="def variant constructor anchored"><a href="#type-typ.Relu" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu</span></span></code></li><li id="type-typ.Sigmoid" class="def variant constructor anchored"><a href="#type-typ.Sigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">Sigmoid</span></span></code></li><li id="type-typ.HardSigmoid" class="def variant constructor anchored"><a href="#type-typ.HardSigmoid" class="anchor"></a><code><span>| </span><span><span class="constructor">HardSigmoid</span></span></code></li><li id="type-typ.Softmax" class="def variant constructor anchored"><a href="#type-typ.Softmax" class="anchor"></a><code><span>| </span><span><span class="constructor">Softmax</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Softplus" class="def variant constructor anchored"><a href="#type-typ.Softplus" class="anchor"></a><code><span>| </span><span><span class="constructor">Softplus</span></span></code></li><li id="type-typ.Softsign" class="def variant constructor anchored"><a href="#type-typ.Softsign" class="anchor"></a><code><span>| </span><span><span class="constructor">Softsign</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.Relu6" class="def variant constructor anchored"><a href="#type-typ.Relu6" class="anchor"></a><code><span>| </span><span><span class="constructor">Relu6</span></span></code></li><li id="type-typ.LeakyRelu" class="def variant constructor anchored"><a href="#type-typ.LeakyRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">LeakyRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.TRelu" class="def variant constructor anchored"><a href="#type-typ.TRelu" class="anchor"></a><code><span>| </span><span><span class="constructor">TRelu</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Activation/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Activation.neuron_typ</a></span><span> =
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Add/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Add/index.html
index 483b505cd..b5c09b633 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Add/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Add/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl.Owl_neural.S.Graph.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Add (owl.Owl_neural.S.Graph.Neuron.Add)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Add</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Add</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Add/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Add.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/AlphaDropout/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/AlphaDropout/index.html
index b1958bda9..02b2c0b27 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/AlphaDropout/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/AlphaDropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl.Owl_neural.S.Graph.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AlphaDropout (owl.Owl_neural.S.Graph.Neuron.AlphaDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AlphaDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AlphaDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/AlphaDropout/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.AlphaDropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Average/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Average/index.html
index cbd1c5822..360fca5b2 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Average/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Average/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl.Owl_neural.S.Graph.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Average (owl.Owl_neural.S.Graph.Neuron.Average)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Average</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Average</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Average/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Average.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/AvgPool1D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/AvgPool1D/index.html
index c492a0619..3a6d98386 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/AvgPool1D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/AvgPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl.Owl_neural.S.Graph.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool1D (owl.Owl_neural.S.Graph.Neuron.AvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.AvgPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/AvgPool2D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/AvgPool2D/index.html
index 7597282cb..bb8eece4b 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/AvgPool2D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/AvgPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl.Owl_neural.S.Graph.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>AvgPool2D (owl.Owl_neural.S.Graph.Neuron.AvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; AvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.AvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/AvgPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.AvgPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Concatenate/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Concatenate/index.html
index 707b34c3c..e9ba9ce5f 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Concatenate/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Concatenate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl.Owl_neural.S.Graph.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Concatenate (owl.Owl_neural.S.Graph.Neuron.Concatenate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Concatenate</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Concatenate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Concatenate/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Concatenate.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Conv1D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Conv1D/index.html
index db3e65af0..59f6447de 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Conv1D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Conv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl.Owl_neural.S.Graph.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv1D (owl.Owl_neural.S.Graph.Neuron.Conv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Conv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Conv2D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Conv2D/index.html
index 3016894d6..88c2f67b4 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Conv2D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Conv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl.Owl_neural.S.Graph.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv2D (owl.Owl_neural.S.Graph.Neuron.Conv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Conv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Conv3D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Conv3D/index.html
index b4056ab6b..faad22b5d 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Conv3D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Conv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl.Owl_neural.S.Graph.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Conv3D (owl.Owl_neural.S.Graph.Neuron.Conv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Conv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Conv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Conv3D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Conv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv1D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv1D/index.html
index 1fab9b3d2..fbf768acf 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv1D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl.Owl_neural.S.Graph.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv1D (owl.Owl_neural.S.Graph.Neuron.DilatedConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.DilatedConv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv2D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv2D/index.html
index 935f084ff..5725aba62 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv2D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl.Owl_neural.S.Graph.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv2D (owl.Owl_neural.S.Graph.Neuron.DilatedConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.DilatedConv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv3D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv3D/index.html
index cd9d0dc32..f7c48e059 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv3D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/DilatedConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl.Owl_neural.S.Graph.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>DilatedConv3D (owl.Owl_neural.S.Graph.Neuron.DilatedConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; DilatedConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.DilatedConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/DilatedConv3D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.DilatedConv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Dot/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Dot/index.html
index 6c8c5c904..093d23fb2 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Dot/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Dot/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl.Owl_neural.S.Graph.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dot (owl.Owl_neural.S.Graph.Neuron.Dot)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dot</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dot</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dot/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Dot.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Dropout/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Dropout/index.html
index 4db1eaaff..4928ff7b6 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Dropout/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Dropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl.Owl_neural.S.Graph.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Dropout (owl.Owl_neural.S.Graph.Neuron.Dropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Dropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Dropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Dropout/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Dropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Embedding/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Embedding/index.html
index f4fdfeb55..db6e3c3f4 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Embedding/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Embedding/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl.Owl_neural.S.Graph.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Embedding (owl.Owl_neural.S.Graph.Neuron.Embedding)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Embedding</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Embedding</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Embedding/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Embedding.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_dim" class="def record field anchored"><a href="#type-neuron_typ.in_dim" class="anchor"></a><code><span><span class="keyword">mutable</span> in_dim : int;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Flatten/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Flatten/index.html
index 29b64db59..e833673df 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Flatten/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Flatten/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl.Owl_neural.S.Graph.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Flatten (owl.Owl_neural.S.Graph.Neuron.Flatten)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Flatten</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Flatten</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Flatten/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Flatten.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/FullyConnected/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/FullyConnected/index.html
index 14b8bfce3..ed168ae57 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/FullyConnected/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/FullyConnected/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl.Owl_neural.S.Graph.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>FullyConnected (owl.Owl_neural.S.Graph.Neuron.FullyConnected)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; FullyConnected</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.FullyConnected</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/FullyConnected/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.FullyConnected.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/GRU/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/GRU/index.html
index 3cf26e8aa..0641d1d7d 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/GRU/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/GRU/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl.Owl_neural.S.Graph.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GRU (owl.Owl_neural.S.Graph.Neuron.GRU)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GRU</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GRU</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GRU/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.GRU.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.wxz" class="def record field anchored"><a href="#type-neuron_typ.wxz" class="anchor"></a><code><span><span class="keyword">mutable</span> wxz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whz" class="def record field anchored"><a href="#type-neuron_typ.whz" class="anchor"></a><code><span><span class="keyword">mutable</span> whz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxr" class="def record field anchored"><a href="#type-neuron_typ.wxr" class="anchor"></a><code><span><span class="keyword">mutable</span> wxr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whr" class="def record field anchored"><a href="#type-neuron_typ.whr" class="anchor"></a><code><span><span class="keyword">mutable</span> whr : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bz" class="def record field anchored"><a href="#type-neuron_typ.bz" class="anchor"></a><code><span><span class="keyword">mutable</span> bz : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.br" class="def record field anchored"><a href="#type-neuron_typ.br" class="anchor"></a><code><span><span class="keyword">mutable</span> br : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/GaussianDropout/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/GaussianDropout/index.html
index 7e7e37ef9..264c9ad3b 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/GaussianDropout/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/GaussianDropout/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl.Owl_neural.S.Graph.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianDropout (owl.Owl_neural.S.Graph.Neuron.GaussianDropout)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianDropout</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianDropout</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianDropout/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.GaussianDropout.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.rate" class="def record field anchored"><a href="#type-neuron_typ.rate" class="anchor"></a><code><span><span class="keyword">mutable</span> rate : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/GaussianNoise/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/GaussianNoise/index.html
index 8e285f8ef..187d0dff4 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/GaussianNoise/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/GaussianNoise/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl.Owl_neural.S.Graph.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GaussianNoise (owl.Owl_neural.S.Graph.Neuron.GaussianNoise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GaussianNoise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GaussianNoise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GaussianNoise/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.GaussianNoise.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.sigma" class="def record field anchored"><a href="#type-neuron_typ.sigma" class="anchor"></a><code><span><span class="keyword">mutable</span> sigma : float;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/GlobalAvgPool1D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/GlobalAvgPool1D/index.html
index 9778256fc..be6ed98d2 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/GlobalAvgPool1D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/GlobalAvgPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl.Owl_neural.S.Graph.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool1D (owl.Owl_neural.S.Graph.Neuron.GlobalAvgPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.GlobalAvgPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/GlobalAvgPool2D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/GlobalAvgPool2D/index.html
index 60be2c3b7..dd277f1b2 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/GlobalAvgPool2D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/GlobalAvgPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl.Owl_neural.S.Graph.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalAvgPool2D (owl.Owl_neural.S.Graph.Neuron.GlobalAvgPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalAvgPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalAvgPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalAvgPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.GlobalAvgPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/GlobalMaxPool1D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/GlobalMaxPool1D/index.html
index 15476be69..c0332495b 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/GlobalMaxPool1D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/GlobalMaxPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl.Owl_neural.S.Graph.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool1D (owl.Owl_neural.S.Graph.Neuron.GlobalMaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.GlobalMaxPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/GlobalMaxPool2D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/GlobalMaxPool2D/index.html
index adadb1cfd..7ee7b0e18 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/GlobalMaxPool2D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/GlobalMaxPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl.Owl_neural.S.Graph.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>GlobalMaxPool2D (owl.Owl_neural.S.Graph.Neuron.GlobalMaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; GlobalMaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.GlobalMaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/GlobalMaxPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.GlobalMaxPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Init/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Init/index.html
index 3f627535b..c8ca48413 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Init/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Init/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl.Owl_neural.S.Graph.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Init (owl.Owl_neural.S.Graph.Neuron.Init)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Init</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Init</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Init/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Init.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Uniform" class="def variant constructor anchored"><a href="#type-typ.Uniform" class="anchor"></a><code><span>| </span><span><span class="constructor">Uniform</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Gaussian" class="def variant constructor anchored"><a href="#type-typ.Gaussian" class="anchor"></a><code><span>| </span><span><span class="constructor">Gaussian</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span></span></code></li><li id="type-typ.Tanh" class="def variant constructor anchored"><a href="#type-typ.Tanh" class="anchor"></a><code><span>| </span><span><span class="constructor">Tanh</span></span></code></li><li id="type-typ.GlorotNormal" class="def variant constructor anchored"><a href="#type-typ.GlorotNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotNormal</span></span></code></li><li id="type-typ.GlorotUniform" class="def variant constructor anchored"><a href="#type-typ.GlorotUniform" class="anchor"></a><code><span>| </span><span><span class="constructor">GlorotUniform</span></span></code></li><li id="type-typ.LecunNormal" class="def variant constructor anchored"><a href="#type-typ.LecunNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">LecunNormal</span></span></code></li><li id="type-typ.HeNormal" class="def variant constructor anchored"><a href="#type-typ.HeNormal" class="anchor"></a><code><span>| </span><span><span class="constructor">HeNormal</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_fans"><a href="#val-calc_fans" class="anchor"></a><code><span><span class="keyword">val</span> calc_fans : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Input/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Input/index.html
index fcc39942c..16203811d 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Input/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Input/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl.Owl_neural.S.Graph.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Input (owl.Owl_neural.S.Graph.Neuron.Input)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Input</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Input</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Input/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Input.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/LSTM/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/LSTM/index.html
index 683955395..926acc61c 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/LSTM/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/LSTM/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl.Owl_neural.S.Graph.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LSTM (owl.Owl_neural.S.Graph.Neuron.LSTM)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LSTM</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LSTM</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/LSTM/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.LSTM.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.wxi" class="def record field anchored"><a href="#type-neuron_typ.wxi" class="anchor"></a><code><span><span class="keyword">mutable</span> wxi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whi" class="def record field anchored"><a href="#type-neuron_typ.whi" class="anchor"></a><code><span><span class="keyword">mutable</span> whi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxc" class="def record field anchored"><a href="#type-neuron_typ.wxc" class="anchor"></a><code><span><span class="keyword">mutable</span> wxc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whc" class="def record field anchored"><a href="#type-neuron_typ.whc" class="anchor"></a><code><span><span class="keyword">mutable</span> whc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxf" class="def record field anchored"><a href="#type-neuron_typ.wxf" class="anchor"></a><code><span><span class="keyword">mutable</span> wxf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.whf" class="def record field anchored"><a href="#type-neuron_typ.whf" class="anchor"></a><code><span><span class="keyword">mutable</span> whf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxo" class="def record field anchored"><a href="#type-neuron_typ.wxo" class="anchor"></a><code><span><span class="keyword">mutable</span> wxo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.who" class="def record field anchored"><a href="#type-neuron_typ.who" class="anchor"></a><code><span><span class="keyword">mutable</span> who : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bi" class="def record field anchored"><a href="#type-neuron_typ.bi" class="anchor"></a><code><span><span class="keyword">mutable</span> bi : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bc" class="def record field anchored"><a href="#type-neuron_typ.bc" class="anchor"></a><code><span><span class="keyword">mutable</span> bc : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bf" class="def record field anchored"><a href="#type-neuron_typ.bf" class="anchor"></a><code><span><span class="keyword">mutable</span> bf : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bo" class="def record field anchored"><a href="#type-neuron_typ.bo" class="anchor"></a><code><span><span class="keyword">mutable</span> bo : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.c" class="def record field anchored"><a href="#type-neuron_typ.c" class="anchor"></a><code><span><span class="keyword">mutable</span> c : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Lambda/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Lambda/index.html
index 2994a4300..bd5e4f555 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Lambda/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Lambda/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl.Owl_neural.S.Graph.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Lambda (owl.Owl_neural.S.Graph.Neuron.Lambda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Lambda</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Lambda</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Lambda/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Lambda.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?out_shape</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/LambdaArray/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/LambdaArray/index.html
index 60f16cce4..1b7a2e3f2 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/LambdaArray/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/LambdaArray/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl.Owl_neural.S.Graph.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LambdaArray (owl.Owl_neural.S.Graph.Neuron.LambdaArray)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LambdaArray</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LambdaArray</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/LambdaArray/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.LambdaArray.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.lambda" class="def record field anchored"><a href="#type-neuron_typ.lambda" class="anchor"></a><code><span><span class="keyword">mutable</span> lambda : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Linear/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Linear/index.html
index f88069037..8c85d5859 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Linear/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Linear/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl.Owl_neural.S.Graph.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linear (owl.Owl_neural.S.Graph.Neuron.Linear)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Linear</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Linear</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Linear/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Linear.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/LinearNoBias/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/LinearNoBias/index.html
index 9e95af8c8..a6ba8227c 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/LinearNoBias/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/LinearNoBias/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl.Owl_neural.S.Graph.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>LinearNoBias (owl.Owl_neural.S.Graph.Neuron.LinearNoBias)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; LinearNoBias</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.LinearNoBias</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/LinearNoBias/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.LinearNoBias.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Init/index.html#type-typ">Init.typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Masking/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Masking/index.html
index 34c2cfe7a..65749146f 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Masking/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Masking/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl.Owl_neural.S.Graph.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Masking (owl.Owl_neural.S.Graph.Neuron.Masking)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Masking</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Masking</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Max/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Max/index.html
index f3bf49b48..e8464d5ff 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Max/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Max/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl.Owl_neural.S.Graph.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Max (owl.Owl_neural.S.Graph.Neuron.Max)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Max</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Max</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Max/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Max.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/MaxPool1D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/MaxPool1D/index.html
index 1c6aa47a2..35ed2cdc7 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/MaxPool1D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/MaxPool1D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl.Owl_neural.S.Graph.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool1D (owl.Owl_neural.S.Graph.Neuron.MaxPool1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.MaxPool1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/MaxPool2D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/MaxPool2D/index.html
index d7fb57003..131371c3f 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/MaxPool2D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/MaxPool2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl.Owl_neural.S.Graph.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>MaxPool2D (owl.Owl_neural.S.Graph.Neuron.MaxPool2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; MaxPool2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.MaxPool2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/MaxPool2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.MaxPool2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Mul/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Mul/index.html
index 3830536d5..beaa39fda 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Mul/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Mul/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl.Owl_neural.S.Graph.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mul (owl.Owl_neural.S.Graph.Neuron.Mul)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Mul</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Mul</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Mul/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Mul.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Normalisation/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Normalisation/index.html
index 8c8301f21..aeb5feeb1 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Normalisation/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Normalisation/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl.Owl_neural.S.Graph.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Normalisation (owl.Owl_neural.S.Graph.Neuron.Normalisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Normalisation</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Normalisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Normalisation/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Normalisation.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.axis" class="def record field anchored"><a href="#type-neuron_typ.axis" class="anchor"></a><code><span><span class="keyword">mutable</span> axis : int;</span></code></li><li id="type-neuron_typ.beta" class="def record field anchored"><a href="#type-neuron_typ.beta" class="anchor"></a><code><span><span class="keyword">mutable</span> beta : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.gamma" class="def record field anchored"><a href="#type-neuron_typ.gamma" class="anchor"></a><code><span><span class="keyword">mutable</span> gamma : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.mu" class="def record field anchored"><a href="#type-neuron_typ.mu" class="anchor"></a><code><span><span class="keyword">mutable</span> mu : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.var" class="def record field anchored"><a href="#type-neuron_typ.var" class="anchor"></a><code><span><span class="keyword">mutable</span> var : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.decay" class="def record field anchored"><a href="#type-neuron_typ.decay" class="anchor"></a><code><span><span class="keyword">mutable</span> decay : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.training" class="def record field anchored"><a href="#type-neuron_typ.training" class="anchor"></a><code><span><span class="keyword">mutable</span> training : bool;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?training</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
index 396fdf370..8266f0118 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
index f07e8fc5a..2426c8df1 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
index a36832c5b..71ca56421 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/index.html
index 654b60328..094349c0d 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <a href="../../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/index.html#type-arr">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Algodiff.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> =
   <a href="../../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/A/index.html#type-elt">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Algodiff.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Arr/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Arr/index.html
index c93a017f0..c11d06b89 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Arr/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/index.html
index 7d828aca5..8deb41266 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index 9a1fd583f..7954f3cec 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
index 266846740..2a9b97164 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
index 77d1cdbcd..c50e5359a 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index 5cf6908b8..d0f05426e 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
index c6b2789fe..bcdad1399 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
index 3d8616e10..319fe9e17 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../../index.html">S</a> &#x00BB; <a href="../../../../../index.html">Graph</a> &#x00BB; <a href="../../../../index.html">Neuron</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Linalg/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
index 2ac917b69..fe57df18c 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Mat/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Mat/index.html
index e07664d36..bada484cd 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Maths/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Maths/index.html
index 4e3ad7034..80fbb71dd 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/NN/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/NN/index.html
index 6ac130251..d45c3a6d0 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/NN/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../../index.html">S</a> &#x00BB; <a href="../../../../index.html">Graph</a> &#x00BB; <a href="../../../index.html">Neuron</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/index.html
index eb03567d6..71e4bcaa8 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Algodiff/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_neural.S.Graph.Neuron.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Algodiff/index.html#type-t">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Algodiff.t</a></span><span> =
   </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Batch/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Batch/index.html
index 58741c46a..64a868f90 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Batch/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Batch/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_neural.S.Graph.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_neural.S.Graph.Neuron.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Batch/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Batch.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Checkpoint/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Checkpoint/index.html
index 9006910b5..04ab53d57 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Checkpoint/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Checkpoint/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_neural.S.Graph.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_neural.S.Graph.Neuron.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Checkpoint/index.html#type-state">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Checkpoint.state</a></span><span> =
   </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Checkpoint/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Checkpoint.typ</a></span><span> =
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Clipping/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Clipping/index.html
index 4543ba671..cc2a4e115 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Clipping/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Clipping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_neural.S.Graph.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_neural.S.Graph.Neuron.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Clipping/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Clipping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Gradient/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Gradient/index.html
index 8571774df..69292af03 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Gradient/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_neural.S.Graph.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_neural.S.Graph.Neuron.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Gradient/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Gradient.typ</a></span><span> =
   </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Learning_Rate/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Learning_Rate/index.html
index 72fcbc764..c74721cba 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Learning_Rate/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Learning_Rate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_neural.S.Graph.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_neural.S.Graph.Neuron.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Learning_Rate/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Learning_Rate.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Loss/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Loss/index.html
index d7d5b0349..2faf0f396 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Loss/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Loss/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_neural.S.Graph.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_neural.S.Graph.Neuron.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Loss/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Loss.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Momentum/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Momentum/index.html
index 72fe655c9..24e21b037 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Momentum/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Momentum/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_neural.S.Graph.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_neural.S.Graph.Neuron.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Momentum/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Momentum.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Params/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Params/index.html
index 960b0f47b..6111056eb 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Params/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_neural.S.Graph.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_neural.S.Graph.Neuron.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Params/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Params.typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Regularisation/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Regularisation/index.html
index 84bcdbca1..988d8bd48 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Regularisation/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Regularisation/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_neural.S.Graph.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_neural.S.Graph.Neuron.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Regularisation/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Regularisation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Stopping/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Stopping/index.html
index 6451b51ac..85f7c7838 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Stopping/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Stopping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_neural.S.Graph.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_neural.S.Graph.Neuron.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Optimise/Stopping/index.html#type-typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Optimise.Stopping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Utils/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Utils/index.html
index 3fef3c405..97f347ea0 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Utils/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_neural.S.Graph.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_neural.S.Graph.Neuron.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Graph</a> &#x00BB; <a href="../../index.html">Neuron</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/index.html
index 3a1eb44d1..c74136195 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_neural.S.Graph.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_neural.S.Graph.Neuron.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Padding1D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Padding1D/index.html
index b055d2928..414e79112 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Padding1D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Padding1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl.Owl_neural.S.Graph.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding1D (owl.Owl_neural.S.Graph.Neuron.Padding1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Padding2D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Padding2D/index.html
index 1672aef94..bf50d2bd6 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Padding2D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Padding2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl.Owl_neural.S.Graph.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding2D (owl.Owl_neural.S.Graph.Neuron.Padding2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Padding2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Padding2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <span><span>int array</span> array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Padding3D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Padding3D/index.html
index 436c4f729..664fa76c8 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Padding3D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Padding3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl.Owl_neural.S.Graph.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Padding3D (owl.Owl_neural.S.Graph.Neuron.Padding3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Padding3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Padding3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Recurrent/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Recurrent/index.html
index 02da02da7..a49f17815 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Recurrent/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Recurrent/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl.Owl_neural.S.Graph.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Recurrent (owl.Owl_neural.S.Graph.Neuron.Recurrent)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Recurrent</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Recurrent</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Recurrent/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Recurrent.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.whh" class="def record field anchored"><a href="#type-neuron_typ.whh" class="anchor"></a><code><span><span class="keyword">mutable</span> whh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.wxh" class="def record field anchored"><a href="#type-neuron_typ.wxh" class="anchor"></a><code><span><span class="keyword">mutable</span> wxh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.why" class="def record field anchored"><a href="#type-neuron_typ.why" class="anchor"></a><code><span><span class="keyword">mutable</span> why : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.bh" class="def record field anchored"><a href="#type-neuron_typ.bh" class="anchor"></a><code><span><span class="keyword">mutable</span> bh : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.by" class="def record field anchored"><a href="#type-neuron_typ.by" class="anchor"></a><code><span><span class="keyword">mutable</span> by : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.h" class="def record field anchored"><a href="#type-neuron_typ.h" class="anchor"></a><code><span><span class="keyword">mutable</span> h : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.hiddens" class="def record field anchored"><a href="#type-neuron_typ.hiddens" class="anchor"></a><code><span><span class="keyword">mutable</span> hiddens : int;</span></code></li><li id="type-neuron_typ.act" class="def record field anchored"><a href="#type-neuron_typ.act" class="anchor"></a><code><span><span class="keyword">mutable</span> act : <a href="../Activation/index.html#type-typ">Activation.typ</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?time_steps</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Reshape/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Reshape/index.html
index d16016382..cdf97dc79 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Reshape/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Reshape/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl.Owl_neural.S.Graph.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Reshape (owl.Owl_neural.S.Graph.Neuron.Reshape)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Reshape</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Reshape</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Reshape/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Reshape.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/Slice/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/Slice/index.html
index 68b77cc16..65433762d 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/Slice/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/Slice/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl.Owl_neural.S.Graph.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Slice (owl.Owl_neural.S.Graph.Neuron.Slice)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; Slice</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.Slice</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/Slice/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.Slice.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.slice" class="def record field anchored"><a href="#type-neuron_typ.slice" class="anchor"></a><code><span><span class="keyword">mutable</span> slice : <span><span>int list</span> list</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv1D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv1D/index.html
index 31fc7f2c9..4c014b15d 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv1D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv1D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl.Owl_neural.S.Graph.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv1D (owl.Owl_neural.S.Graph.Neuron.TransposeConv1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv1D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv1D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.TransposeConv1D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv2D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv2D/index.html
index 1c4245cfa..d0b77b920 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv2D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv2D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl.Owl_neural.S.Graph.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv2D (owl.Owl_neural.S.Graph.Neuron.TransposeConv2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.TransposeConv2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv3D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv3D/index.html
index b3edcd197..4738a7c24 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv3D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/TransposeConv3D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl.Owl_neural.S.Graph.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>TransposeConv3D (owl.Owl_neural.S.Graph.Neuron.TransposeConv3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; TransposeConv3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.TransposeConv3D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/TransposeConv3D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.TransposeConv3D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.w" class="def record field anchored"><a href="#type-neuron_typ.w" class="anchor"></a><code><span><span class="keyword">mutable</span> w : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.b" class="def record field anchored"><a href="#type-neuron_typ.b" class="anchor"></a><code><span><span class="keyword">mutable</span> b : <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a>;</span></code></li><li id="type-neuron_typ.kernel" class="def record field anchored"><a href="#type-neuron_typ.kernel" class="anchor"></a><code><span><span class="keyword">mutable</span> kernel : <span>int array</span>;</span></code></li><li id="type-neuron_typ.stride" class="def record field anchored"><a href="#type-neuron_typ.stride" class="anchor"></a><code><span><span class="keyword">mutable</span> stride : <span>int array</span>;</span></code></li><li id="type-neuron_typ.padding" class="def record field anchored"><a href="#type-neuron_typ.padding" class="anchor"></a><code><span><span class="keyword">mutable</span> padding : <a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a>;</span></code></li><li id="type-neuron_typ.init_typ" class="def record field anchored"><a href="#type-neuron_typ.init_typ" class="anchor"></a><code><span><span class="keyword">mutable</span> init_typ : <a href="../Init/index.html#type-typ">Init.typ</a>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : 
   <span><span class="optlabel">?inputs</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling1D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling1D/index.html
index 6f9611bff..171a15a24 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling1D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling1D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl.Owl_neural.S.Graph.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling1D (owl.Owl_neural.S.Graph.Neuron.UpSampling1D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling1D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling1D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling2D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling2D/index.html
index 73ef6d908..26c6a768b 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling2D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling2D/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl.Owl_neural.S.Graph.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling2D (owl.Owl_neural.S.Graph.Neuron.UpSampling2D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling2D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling2D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-neuron_typ"><a href="#type-neuron_typ" class="anchor"></a><code><span><span class="keyword">type</span> neuron_typ</span><span> =
   <a href="../../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/UpSampling2D/index.html#type-neuron_typ">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.UpSampling2D.neuron_typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-neuron_typ.size" class="def record field anchored"><a href="#type-neuron_typ.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : <span>int array</span>;</span></code></li><li id="type-neuron_typ.in_shape" class="def record field anchored"><a href="#type-neuron_typ.in_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> in_shape : <span>int array</span>;</span></code></li><li id="type-neuron_typ.out_shape" class="def record field anchored"><a href="#type-neuron_typ.out_shape" class="anchor"></a><code><span><span class="keyword">mutable</span> out_shape : <span>int array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron_typ">neuron_typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron_typ">neuron_typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span>unit <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling3D/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling3D/index.html
index 370649ea1..0aff9ed27 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling3D/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/UpSampling3D/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl.Owl_neural.S.Graph.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>UpSampling3D (owl.Owl_neural.S.Graph.Neuron.UpSampling3D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_neural</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Graph</a> &#x00BB; <a href="../index.html">Neuron</a> &#x00BB; UpSampling3D</nav><header class="odoc-preamble"><h1>Module <code><span>Neuron.UpSampling3D</span></code></h1></header><div class="odoc-content"></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/Neuron/index.html b/docs/owl/Owl_neural/S/Graph/Neuron/index.html
index 7874aa07c..107a10e8e 100644
--- a/docs/owl/Owl_neural/S/Graph/Neuron/index.html
+++ b/docs/owl/Owl_neural/S/Graph/Neuron/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl.Owl_neural.S.Graph.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_neural</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Neuron</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Neuron (owl.Owl_neural.S.Graph.Neuron)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_neural</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Graph</a> &#x00BB; Neuron</nav><header class="odoc-preamble"><h1>Module <code><span>Graph.Neuron</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Init/index.html">Init</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Input"><a href="#module-Input" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Input/index.html">Input</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Activation/index.html">Activation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linear"><a href="#module-Linear" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linear/index.html">Linear</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LinearNoBias"><a href="#module-LinearNoBias" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LinearNoBias/index.html">LinearNoBias</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Recurrent"><a href="#module-Recurrent" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Recurrent/index.html">Recurrent</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LSTM"><a href="#module-LSTM" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LSTM/index.html">LSTM</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GRU"><a href="#module-GRU" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GRU/index.html">GRU</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv1D"><a href="#module-Conv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv1D/index.html">Conv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv2D"><a href="#module-Conv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv2D/index.html">Conv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Conv3D"><a href="#module-Conv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Conv3D/index.html">Conv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv1D"><a href="#module-DilatedConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv1D/index.html">DilatedConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv2D"><a href="#module-DilatedConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv2D/index.html">DilatedConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-DilatedConv3D"><a href="#module-DilatedConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="DilatedConv3D/index.html">DilatedConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv1D"><a href="#module-TransposeConv1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv1D/index.html">TransposeConv1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv2D"><a href="#module-TransposeConv2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv2D/index.html">TransposeConv2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-TransposeConv3D"><a href="#module-TransposeConv3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="TransposeConv3D/index.html">TransposeConv3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-FullyConnected"><a href="#module-FullyConnected" class="anchor"></a><code><span><span class="keyword">module</span> <a href="FullyConnected/index.html">FullyConnected</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool1D"><a href="#module-MaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool1D/index.html">MaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-MaxPool2D"><a href="#module-MaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="MaxPool2D/index.html">MaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool1D"><a href="#module-AvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool1D/index.html">AvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AvgPool2D"><a href="#module-AvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AvgPool2D/index.html">AvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool1D"><a href="#module-GlobalMaxPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool1D/index.html">GlobalMaxPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalMaxPool2D"><a href="#module-GlobalMaxPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalMaxPool2D/index.html">GlobalMaxPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool1D"><a href="#module-GlobalAvgPool1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool1D/index.html">GlobalAvgPool1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GlobalAvgPool2D"><a href="#module-GlobalAvgPool2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GlobalAvgPool2D/index.html">GlobalAvgPool2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling1D"><a href="#module-UpSampling1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling1D/index.html">UpSampling1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling2D"><a href="#module-UpSampling2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling2D/index.html">UpSampling2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-UpSampling3D"><a href="#module-UpSampling3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="UpSampling3D/index.html">UpSampling3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding1D"><a href="#module-Padding1D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding1D/index.html">Padding1D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding2D"><a href="#module-Padding2D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding2D/index.html">Padding2D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Padding3D"><a href="#module-Padding3D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Padding3D/index.html">Padding3D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lambda"><a href="#module-Lambda" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Lambda/index.html">Lambda</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-LambdaArray"><a href="#module-LambdaArray" class="anchor"></a><code><span><span class="keyword">module</span> <a href="LambdaArray/index.html">LambdaArray</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dropout"><a href="#module-Dropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dropout/index.html">Dropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Reshape"><a href="#module-Reshape" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Reshape/index.html">Reshape</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Flatten"><a href="#module-Flatten" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Flatten/index.html">Flatten</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Slice"><a href="#module-Slice" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Slice/index.html">Slice</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Add"><a href="#module-Add" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Add/index.html">Add</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mul"><a href="#module-Mul" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mul/index.html">Mul</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Dot"><a href="#module-Dot" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Dot/index.html">Dot</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Max"><a href="#module-Max" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Max/index.html">Max</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Average"><a href="#module-Average" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Average/index.html">Average</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Concatenate"><a href="#module-Concatenate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Concatenate/index.html">Concatenate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Normalisation"><a href="#module-Normalisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Normalisation/index.html">Normalisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianNoise"><a href="#module-GaussianNoise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianNoise/index.html">GaussianNoise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-GaussianDropout"><a href="#module-GaussianDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="GaussianDropout/index.html">GaussianDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-AlphaDropout"><a href="#module-AlphaDropout" class="anchor"></a><code><span><span class="keyword">module</span> <a href="AlphaDropout/index.html">AlphaDropout</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Embedding"><a href="#module-Embedding" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Embedding/index.html">Embedding</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Masking"><a href="#module-Masking" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Masking/index.html">Masking</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-neuron"><a href="#type-neuron" class="anchor"></a><code><span><span class="keyword">type</span> neuron</span><span> =
   <a href="../../../../../owl-base/Owl_neural_generic/Make_Embedded/Neuron/index.html#type-neuron">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).Neuron.neuron</a></span><span> =
   </span></code><ol><li id="type-neuron.Input" class="def variant constructor anchored"><a href="#type-neuron.Input" class="anchor"></a><code><span>| </span><span><span class="constructor">Input</span> <span class="keyword">of</span> <a href="Input/index.html#type-neuron_typ">Input.neuron_typ</a></span></code></li><li id="type-neuron.Linear" class="def variant constructor anchored"><a href="#type-neuron.Linear" class="anchor"></a><code><span>| </span><span><span class="constructor">Linear</span> <span class="keyword">of</span> <a href="Linear/index.html#type-neuron_typ">Linear.neuron_typ</a></span></code></li><li id="type-neuron.LinearNoBias" class="def variant constructor anchored"><a href="#type-neuron.LinearNoBias" class="anchor"></a><code><span>| </span><span><span class="constructor">LinearNoBias</span> <span class="keyword">of</span> <a href="LinearNoBias/index.html#type-neuron_typ">LinearNoBias.neuron_typ</a></span></code></li><li id="type-neuron.Embedding" class="def variant constructor anchored"><a href="#type-neuron.Embedding" class="anchor"></a><code><span>| </span><span><span class="constructor">Embedding</span> <span class="keyword">of</span> <a href="Embedding/index.html#type-neuron_typ">Embedding.neuron_typ</a></span></code></li><li id="type-neuron.LSTM" class="def variant constructor anchored"><a href="#type-neuron.LSTM" class="anchor"></a><code><span>| </span><span><span class="constructor">LSTM</span> <span class="keyword">of</span> <a href="LSTM/index.html#type-neuron_typ">LSTM.neuron_typ</a></span></code></li><li id="type-neuron.GRU" class="def variant constructor anchored"><a href="#type-neuron.GRU" class="anchor"></a><code><span>| </span><span><span class="constructor">GRU</span> <span class="keyword">of</span> <a href="GRU/index.html#type-neuron_typ">GRU.neuron_typ</a></span></code></li><li id="type-neuron.Recurrent" class="def variant constructor anchored"><a href="#type-neuron.Recurrent" class="anchor"></a><code><span>| </span><span><span class="constructor">Recurrent</span> <span class="keyword">of</span> <a href="Recurrent/index.html#type-neuron_typ">Recurrent.neuron_typ</a></span></code></li><li id="type-neuron.Conv1D" class="def variant constructor anchored"><a href="#type-neuron.Conv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv1D</span> <span class="keyword">of</span> <a href="Conv1D/index.html#type-neuron_typ">Conv1D.neuron_typ</a></span></code></li><li id="type-neuron.Conv2D" class="def variant constructor anchored"><a href="#type-neuron.Conv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv2D</span> <span class="keyword">of</span> <a href="Conv2D/index.html#type-neuron_typ">Conv2D.neuron_typ</a></span></code></li><li id="type-neuron.Conv3D" class="def variant constructor anchored"><a href="#type-neuron.Conv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">Conv3D</span> <span class="keyword">of</span> <a href="Conv3D/index.html#type-neuron_typ">Conv3D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv1D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv1D</span> <span class="keyword">of</span> <a href="DilatedConv1D/index.html#type-neuron_typ">DilatedConv1D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv2D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv2D</span> <span class="keyword">of</span> <a href="DilatedConv2D/index.html#type-neuron_typ">DilatedConv2D.neuron_typ</a></span></code></li><li id="type-neuron.DilatedConv3D" class="def variant constructor anchored"><a href="#type-neuron.DilatedConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">DilatedConv3D</span> <span class="keyword">of</span> <a href="DilatedConv3D/index.html#type-neuron_typ">DilatedConv3D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv1D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv1D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv1D</span> <span class="keyword">of</span> <a href="TransposeConv1D/index.html#type-neuron_typ">TransposeConv1D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv2D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv2D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv2D</span> <span class="keyword">of</span> <a href="TransposeConv2D/index.html#type-neuron_typ">TransposeConv2D.neuron_typ</a></span></code></li><li id="type-neuron.TransposeConv3D" class="def variant constructor anchored"><a href="#type-neuron.TransposeConv3D" class="anchor"></a><code><span>| </span><span><span class="constructor">TransposeConv3D</span> <span class="keyword">of</span> <a href="TransposeConv3D/index.html#type-neuron_typ">TransposeConv3D.neuron_typ</a></span></code></li><li id="type-neuron.FullyConnected" class="def variant constructor anchored"><a href="#type-neuron.FullyConnected" class="anchor"></a><code><span>| </span><span><span class="constructor">FullyConnected</span> <span class="keyword">of</span> <a href="FullyConnected/index.html#type-neuron_typ">FullyConnected.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool1D</span> <span class="keyword">of</span> <a href="MaxPool1D/index.html#type-neuron_typ">MaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.MaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.MaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">MaxPool2D</span> <span class="keyword">of</span> <a href="MaxPool2D/index.html#type-neuron_typ">MaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool1D</span> <span class="keyword">of</span> <a href="AvgPool1D/index.html#type-neuron_typ">AvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.AvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.AvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">AvgPool2D</span> <span class="keyword">of</span> <a href="AvgPool2D/index.html#type-neuron_typ">AvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool1D</span> <span class="keyword">of</span> <a href="GlobalMaxPool1D/index.html#type-neuron_typ">GlobalMaxPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalMaxPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalMaxPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalMaxPool2D</span> <span class="keyword">of</span> <a href="GlobalMaxPool2D/index.html#type-neuron_typ">GlobalMaxPool2D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool1D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool1D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool1D</span> <span class="keyword">of</span> <a href="GlobalAvgPool1D/index.html#type-neuron_typ">GlobalAvgPool1D.neuron_typ</a></span></code></li><li id="type-neuron.GlobalAvgPool2D" class="def variant constructor anchored"><a href="#type-neuron.GlobalAvgPool2D" class="anchor"></a><code><span>| </span><span><span class="constructor">GlobalAvgPool2D</span> <span class="keyword">of</span> <a href="GlobalAvgPool2D/index.html#type-neuron_typ">GlobalAvgPool2D.neuron_typ</a></span></code></li><li id="type-neuron.UpSampling2D" class="def variant constructor anchored"><a href="#type-neuron.UpSampling2D" class="anchor"></a><code><span>| </span><span><span class="constructor">UpSampling2D</span> <span class="keyword">of</span> <a href="UpSampling2D/index.html#type-neuron_typ">UpSampling2D.neuron_typ</a></span></code></li><li id="type-neuron.Padding2D" class="def variant constructor anchored"><a href="#type-neuron.Padding2D" class="anchor"></a><code><span>| </span><span><span class="constructor">Padding2D</span> <span class="keyword">of</span> <a href="Padding2D/index.html#type-neuron_typ">Padding2D.neuron_typ</a></span></code></li><li id="type-neuron.Dropout" class="def variant constructor anchored"><a href="#type-neuron.Dropout" class="anchor"></a><code><span>| </span><span><span class="constructor">Dropout</span> <span class="keyword">of</span> <a href="Dropout/index.html#type-neuron_typ">Dropout.neuron_typ</a></span></code></li><li id="type-neuron.Reshape" class="def variant constructor anchored"><a href="#type-neuron.Reshape" class="anchor"></a><code><span>| </span><span><span class="constructor">Reshape</span> <span class="keyword">of</span> <a href="Reshape/index.html#type-neuron_typ">Reshape.neuron_typ</a></span></code></li><li id="type-neuron.Flatten" class="def variant constructor anchored"><a href="#type-neuron.Flatten" class="anchor"></a><code><span>| </span><span><span class="constructor">Flatten</span> <span class="keyword">of</span> <a href="Flatten/index.html#type-neuron_typ">Flatten.neuron_typ</a></span></code></li><li id="type-neuron.Slice" class="def variant constructor anchored"><a href="#type-neuron.Slice" class="anchor"></a><code><span>| </span><span><span class="constructor">Slice</span> <span class="keyword">of</span> <a href="Slice/index.html#type-neuron_typ">Slice.neuron_typ</a></span></code></li><li id="type-neuron.Lambda" class="def variant constructor anchored"><a href="#type-neuron.Lambda" class="anchor"></a><code><span>| </span><span><span class="constructor">Lambda</span> <span class="keyword">of</span> <a href="Lambda/index.html#type-neuron_typ">Lambda.neuron_typ</a></span></code></li><li id="type-neuron.LambdaArray" class="def variant constructor anchored"><a href="#type-neuron.LambdaArray" class="anchor"></a><code><span>| </span><span><span class="constructor">LambdaArray</span> <span class="keyword">of</span> <a href="LambdaArray/index.html#type-neuron_typ">LambdaArray.neuron_typ</a></span></code></li><li id="type-neuron.Activation" class="def variant constructor anchored"><a href="#type-neuron.Activation" class="anchor"></a><code><span>| </span><span><span class="constructor">Activation</span> <span class="keyword">of</span> <a href="Activation/index.html#type-neuron_typ">Activation.neuron_typ</a></span></code></li><li id="type-neuron.GaussianNoise" class="def variant constructor anchored"><a href="#type-neuron.GaussianNoise" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianNoise</span> <span class="keyword">of</span> <a href="GaussianNoise/index.html#type-neuron_typ">GaussianNoise.neuron_typ</a></span></code></li><li id="type-neuron.GaussianDropout" class="def variant constructor anchored"><a href="#type-neuron.GaussianDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">GaussianDropout</span> <span class="keyword">of</span> <a href="GaussianDropout/index.html#type-neuron_typ">GaussianDropout.neuron_typ</a></span></code></li><li id="type-neuron.AlphaDropout" class="def variant constructor anchored"><a href="#type-neuron.AlphaDropout" class="anchor"></a><code><span>| </span><span><span class="constructor">AlphaDropout</span> <span class="keyword">of</span> <a href="AlphaDropout/index.html#type-neuron_typ">AlphaDropout.neuron_typ</a></span></code></li><li id="type-neuron.Normalisation" class="def variant constructor anchored"><a href="#type-neuron.Normalisation" class="anchor"></a><code><span>| </span><span><span class="constructor">Normalisation</span> <span class="keyword">of</span> <a href="Normalisation/index.html#type-neuron_typ">Normalisation.neuron_typ</a></span></code></li><li id="type-neuron.Add" class="def variant constructor anchored"><a href="#type-neuron.Add" class="anchor"></a><code><span>| </span><span><span class="constructor">Add</span> <span class="keyword">of</span> <a href="Add/index.html#type-neuron_typ">Add.neuron_typ</a></span></code></li><li id="type-neuron.Mul" class="def variant constructor anchored"><a href="#type-neuron.Mul" class="anchor"></a><code><span>| </span><span><span class="constructor">Mul</span> <span class="keyword">of</span> <a href="Mul/index.html#type-neuron_typ">Mul.neuron_typ</a></span></code></li><li id="type-neuron.Dot" class="def variant constructor anchored"><a href="#type-neuron.Dot" class="anchor"></a><code><span>| </span><span><span class="constructor">Dot</span> <span class="keyword">of</span> <a href="Dot/index.html#type-neuron_typ">Dot.neuron_typ</a></span></code></li><li id="type-neuron.Max" class="def variant constructor anchored"><a href="#type-neuron.Max" class="anchor"></a><code><span>| </span><span><span class="constructor">Max</span> <span class="keyword">of</span> <a href="Max/index.html#type-neuron_typ">Max.neuron_typ</a></span></code></li><li id="type-neuron.Average" class="def variant constructor anchored"><a href="#type-neuron.Average" class="anchor"></a><code><span>| </span><span><span class="constructor">Average</span> <span class="keyword">of</span> <a href="Average/index.html#type-neuron_typ">Average.neuron_typ</a></span></code></li><li id="type-neuron.Concatenate" class="def variant constructor anchored"><a href="#type-neuron.Concatenate" class="anchor"></a><code><span>| </span><span><span class="constructor">Concatenate</span> <span class="keyword">of</span> <a href="Concatenate/index.html#type-neuron_typ">Concatenate.neuron_typ</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_out_shape"><a href="#val-get_in_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_in_shape"><a href="#val-get_in_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_in_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_out_shape"><a href="#val-get_out_shape" class="anchor"></a><code><span><span class="keyword">val</span> get_out_shape : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-connect"><a href="#val-connect" class="anchor"></a><code><span><span class="keyword">val</span> connect : <span><span><span>int array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mktag"><a href="#val-mktag" class="anchor"></a><code><span><span class="keyword">val</span> mktag : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpri"><a href="#val-mkpri" class="anchor"></a><code><span><span class="keyword">val</span> mkpri : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkadj"><a href="#val-mkadj" class="anchor"></a><code><span><span class="keyword">val</span> mkadj : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_weights"><a href="#val-load_weights" class="anchor"></a><code><span><span class="keyword">val</span> load_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-save_weights"><a href="#val-save_weights" class="anchor"></a><code><span><span class="keyword">val</span> save_weights : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-neuron">neuron</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><span><a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> <a href="Optimise/Algodiff/index.html#type-t">Optimise.Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_name"><a href="#val-to_name" class="anchor"></a><code><span><span class="keyword">val</span> to_name : <span><a href="#type-neuron">neuron</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural/S/Graph/index.html b/docs/owl/Owl_neural/S/Graph/index.html
index dd3545b79..6b77d2c68 100644
--- a/docs/owl/Owl_neural/S/Graph/index.html
+++ b/docs/owl/Owl_neural/S/Graph/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl.Owl_neural.S.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_neural</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>S.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = <a href="../../../../owl-base/Owl_neural_generic/Make_Embedded/index.html#type-node">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).node</a></span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Graph (owl.Owl_neural.S.Graph)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_neural</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Graph</nav><header class="odoc-preamble"><h1>Module <code><span>S.Graph</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Neuron"><a href="#module-Neuron" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Neuron/index.html">Neuron</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-node"><a href="#type-node" class="anchor"></a><code><span><span class="keyword">type</span> node</span><span> = <a href="../../../../owl-base/Owl_neural_generic/Make_Embedded/index.html#type-node">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).node</a></span><span> = </span><span>{</span></code><ol><li id="type-node.name" class="def record field anchored"><a href="#type-node.name" class="anchor"></a><code><span><span class="keyword">mutable</span> name : string;</span></code></li><li id="type-node.prev" class="def record field anchored"><a href="#type-node.prev" class="anchor"></a><code><span><span class="keyword">mutable</span> prev : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.next" class="def record field anchored"><a href="#type-node.next" class="anchor"></a><code><span><span class="keyword">mutable</span> next : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-node.neuron" class="def record field anchored"><a href="#type-node.neuron" class="anchor"></a><code><span><span class="keyword">mutable</span> neuron : <a href="Neuron/index.html#type-neuron">Neuron.neuron</a>;</span></code></li><li id="type-node.output" class="def record field anchored"><a href="#type-node.output" class="anchor"></a><code><span><span class="keyword">mutable</span> output : <span><a href="Neuron/Optimise/Algodiff/index.html#type-t">Neuron.Optimise.Algodiff.t</a> option</span>;</span></code></li><li id="type-node.network" class="def record field anchored"><a href="#type-node.network" class="anchor"></a><code><span><span class="keyword">mutable</span> network : <a href="#type-network">network</a>;</span></code></li><li id="type-node.train" class="def record field anchored"><a href="#type-node.train" class="anchor"></a><code><span><span class="keyword">mutable</span> train : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">and</span> network</span><span> =
   <a href="../../../../owl-base/Owl_neural_generic/Make_Embedded/index.html#type-network">Owl_neural_generic.Make_Embedded(Owl_algodiff_primal_ops.S).network</a></span><span> =
   </span><span>{</span></code><ol><li id="type-network.nnid" class="def record field anchored"><a href="#type-network.nnid" class="anchor"></a><code><span><span class="keyword">mutable</span> nnid : string;</span></code></li><li id="type-network.size" class="def record field anchored"><a href="#type-network.size" class="anchor"></a><code><span><span class="keyword">mutable</span> size : int;</span></code></li><li id="type-network.roots" class="def record field anchored"><a href="#type-network.roots" class="anchor"></a><code><span><span class="keyword">mutable</span> roots : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.outputs" class="def record field anchored"><a href="#type-network.outputs" class="anchor"></a><code><span><span class="keyword">mutable</span> outputs : <span><a href="#type-node">node</a> array</span>;</span></code></li><li id="type-network.topo" class="def record field anchored"><a href="#type-network.topo" class="anchor"></a><code><span><span class="keyword">mutable</span> topo : <span><a href="#type-node">node</a> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_network"><a href="#val-make_network" class="anchor"></a><code><span><span class="keyword">val</span> make_network : <span><span class="optlabel">?nnid</span>:string <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-node">node</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_node"><a href="#val-make_node" class="anchor"></a><code><span><span class="keyword">val</span> make_node : 
   <span><span class="optlabel">?name</span>:string <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural/S/index.html b/docs/owl/Owl_neural/S/index.html
index f5cc7a8e0..9491724e8 100644
--- a/docs/owl/Owl_neural/S/index.html
+++ b/docs/owl/Owl_neural/S/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_neural.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_neural</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="Graph/Neuron/Optimise/index.html">Graph.Neuron.Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="Graph/Neuron/Optimise/Algodiff/index.html">Graph.Neuron.Optimise.Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> Init</span><span> = <a href="Graph/Neuron/Init/index.html">Graph.Neuron.Init</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> Activation</span><span> = <a href="Graph/Neuron/Activation/index.html">Graph.Neuron.Activation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> Params</span><span> = <a href="Graph/Neuron/Optimise/Params/index.html">Graph.Neuron.Optimise.Params</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> Batch</span><span> = <a href="Graph/Neuron/Optimise/Batch/index.html">Graph.Neuron.Optimise.Batch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> Learning_Rate</span><span> = <a href="Graph/Neuron/Optimise/Learning_Rate/index.html">Graph.Neuron.Optimise.Learning_Rate</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> Loss</span><span> = <a href="Graph/Neuron/Optimise/Loss/index.html">Graph.Neuron.Optimise.Loss</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> Gradient</span><span> = <a href="Graph/Neuron/Optimise/Gradient/index.html">Graph.Neuron.Optimise.Gradient</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> Momentum</span><span> = <a href="Graph/Neuron/Optimise/Momentum/index.html">Graph.Neuron.Optimise.Momentum</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> Regularisation</span><span> = <a href="Graph/Neuron/Optimise/Regularisation/index.html">Graph.Neuron.Optimise.Regularisation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> Clipping</span><span> = <a href="Graph/Neuron/Optimise/Clipping/index.html">Graph.Neuron.Optimise.Clipping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> Stopping</span><span> = <a href="Graph/Neuron/Optimise/Stopping/index.html">Graph.Neuron.Optimise.Stopping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> Checkpoint</span><span> = <a href="Graph/Neuron/Optimise/Checkpoint/index.html">Graph.Neuron.Optimise.Checkpoint</a></span></code></div></div></details></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_neural.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_neural</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural.S</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Graph"><a href="#module-Graph" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Graph/index.html">Graph</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="Graph/Neuron/Optimise/index.html">Graph.Neuron.Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> Algodiff</span><span> = <a href="Graph/Neuron/Optimise/Algodiff/index.html">Graph.Neuron.Optimise.Algodiff</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Init"><a href="#module-Init" class="anchor"></a><code><span><span class="keyword">module</span> Init</span><span> = <a href="Graph/Neuron/Init/index.html">Graph.Neuron.Init</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Activation"><a href="#module-Activation" class="anchor"></a><code><span><span class="keyword">module</span> Activation</span><span> = <a href="Graph/Neuron/Activation/index.html">Graph.Neuron.Activation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> Params</span><span> = <a href="Graph/Neuron/Optimise/Params/index.html">Graph.Neuron.Optimise.Params</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> Batch</span><span> = <a href="Graph/Neuron/Optimise/Batch/index.html">Graph.Neuron.Optimise.Batch</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> Learning_Rate</span><span> = <a href="Graph/Neuron/Optimise/Learning_Rate/index.html">Graph.Neuron.Optimise.Learning_Rate</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> Loss</span><span> = <a href="Graph/Neuron/Optimise/Loss/index.html">Graph.Neuron.Optimise.Loss</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> Gradient</span><span> = <a href="Graph/Neuron/Optimise/Gradient/index.html">Graph.Neuron.Optimise.Gradient</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> Momentum</span><span> = <a href="Graph/Neuron/Optimise/Momentum/index.html">Graph.Neuron.Optimise.Momentum</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> Regularisation</span><span> = <a href="Graph/Neuron/Optimise/Regularisation/index.html">Graph.Neuron.Optimise.Regularisation</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> Clipping</span><span> = <a href="Graph/Neuron/Optimise/Clipping/index.html">Graph.Neuron.Optimise.Clipping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> Stopping</span><span> = <a href="Graph/Neuron/Optimise/Stopping/index.html">Graph.Neuron.Optimise.Stopping</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> Checkpoint</span><span> = <a href="Graph/Neuron/Optimise/Checkpoint/index.html">Graph.Neuron.Optimise.Checkpoint</a></span></code></div></div></details></div></div></body></html>
diff --git a/docs/owl/Owl_neural/index.html b/docs/owl/Owl_neural/index.html
index a3e816cfd..e8b98e41a 100644
--- a/docs/owl/Owl_neural/index.html
+++ b/docs/owl/Owl_neural/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural (owl.Owl_neural)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_neural</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#single-precision-neural-network">Single precision neural network</a></li><li><a href="#double-precision-neural-network">Double precision neural network</a></li></ul></nav><div class="odoc-content"><h6 id="single-precision-neural-network"><a href="#single-precision-neural-network" class="anchor"></a>Single precision neural network</h6><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="double-precision-neural-network"><a href="#double-precision-neural-network" class="anchor"></a>Double precision neural network</h6><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural (owl.Owl_neural)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_neural</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#single-precision-neural-network">Single precision neural network</a></li><li><a href="#double-precision-neural-network">Double precision neural network</a></li></ul></nav><div class="odoc-content"><h6 id="single-precision-neural-network"><a href="#single-precision-neural-network" class="anchor"></a>Single precision neural network</h6><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><h6 id="double-precision-neural-network"><a href="#double-precision-neural-network" class="anchor"></a>Double precision neural network</h6><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural_parallel/Make/argument-1-M/index.html b/docs/owl/Owl_neural_parallel/Make/argument-1-M/index.html
index 52442abee..583f0a624 100644
--- a/docs/owl/Owl_neural_parallel/Make/argument-1-M/index.html
+++ b/docs/owl/Owl_neural_parallel/Make/argument-1-M/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl.Owl_neural_parallel.Make.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_neural_parallel</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">type</span> network</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-train_generic"><a href="#val-train_generic" class="anchor"></a><code><span><span class="keyword">val</span> train_generic : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>M (owl.Owl_neural_parallel.Make.M)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_neural_parallel</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; M</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.M</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">type</span> network</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-train_generic"><a href="#val-train_generic" class="anchor"></a><code><span><span class="keyword">val</span> train_generic : 
   <span><span class="optlabel">?state</span>:<a href="../../../Owl_optimise/S/Checkpoint/index.html#type-state">Owl_optimise.S.Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?params</span>:<a href="../../../Owl_optimise/S/Params/index.html#type-typ">Owl_optimise.S.Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?init_model</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural_parallel/Make/argument-2-E/index.html b/docs/owl/Owl_neural_parallel/Make/argument-2-E/index.html
index d9bf74744..cb3c7d6f2 100644
--- a/docs/owl/Owl_neural_parallel/Make/argument-2-E/index.html
+++ b/docs/owl/Owl_neural_parallel/Make/argument-2-E/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>E (owl.Owl_neural_parallel.Make.E)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_neural_parallel</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; E</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.E</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-param_context"><a href="#type-param_context" class="anchor"></a><code><span><span class="keyword">type</span> param_context</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-barrier"><a href="#type-barrier" class="anchor"></a><code><span><span class="keyword">type</span> barrier</span><span> = </span></code><ol><li id="type-barrier.ASP" class="def variant constructor anchored"><a href="#type-barrier.ASP" class="anchor"></a><code><span>| </span><span><span class="constructor">ASP</span></span></code></li><li id="type-barrier.BSP" class="def variant constructor anchored"><a href="#type-barrier.BSP" class="anchor"></a><code><span>| </span><span><span class="constructor">BSP</span></span></code></li><li id="type-barrier.SSP" class="def variant constructor anchored"><a href="#type-barrier.SSP" class="anchor"></a><code><span>| </span><span><span class="constructor">SSP</span></span></code></li><li id="type-barrier.PSP" class="def variant constructor anchored"><a href="#type-barrier.PSP" class="anchor"></a><code><span>| </span><span><span class="constructor">PSP</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span> * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-worker_num"><a href="#val-worker_num" class="anchor"></a><code><span><span class="keyword">val</span> worker_num : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-start"><a href="#val-start" class="anchor"></a><code><span><span class="keyword">val</span> start : <span><span class="optlabel">?barrier</span>:<a href="#type-barrier">barrier</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_barrier"><a href="#val-register_barrier" class="anchor"></a><code><span><span class="keyword">val</span> register_barrier : <span><span>(<span><span><a href="#type-param_context">param_context</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> int * <span>string list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_schedule"><a href="#val-register_schedule" class="anchor"></a><code><span><span class="keyword">val</span> register_schedule : <span><span>(<span><span><span class="type-var">'a</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * <span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_pull"><a href="#val-register_pull" class="anchor"></a><code><span><span class="keyword">val</span> register_pull : <span><span>(<span><span><span>(<span class="type-var">'a</span> * <span class="type-var">'b</span>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * <span class="type-var">'c</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_push"><a href="#val-register_push" class="anchor"></a><code><span><span class="keyword">val</span> register_push : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_stop"><a href="#val-register_stop" class="anchor"></a><code><span><span class="keyword">val</span> register_stop : <span><span>(<span><span><a href="#type-param_context">param_context</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>E (owl.Owl_neural_parallel.Make.E)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_neural_parallel</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; E</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.E</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-param_context"><a href="#type-param_context" class="anchor"></a><code><span><span class="keyword">type</span> param_context</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-barrier"><a href="#type-barrier" class="anchor"></a><code><span><span class="keyword">type</span> barrier</span><span> = </span></code><ol><li id="type-barrier.ASP" class="def variant constructor anchored"><a href="#type-barrier.ASP" class="anchor"></a><code><span>| </span><span><span class="constructor">ASP</span></span></code></li><li id="type-barrier.BSP" class="def variant constructor anchored"><a href="#type-barrier.BSP" class="anchor"></a><code><span>| </span><span><span class="constructor">BSP</span></span></code></li><li id="type-barrier.SSP" class="def variant constructor anchored"><a href="#type-barrier.SSP" class="anchor"></a><code><span>| </span><span><span class="constructor">SSP</span></span></code></li><li id="type-barrier.PSP" class="def variant constructor anchored"><a href="#type-barrier.PSP" class="anchor"></a><code><span>| </span><span><span class="constructor">PSP</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span> * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-worker_num"><a href="#val-worker_num" class="anchor"></a><code><span><span class="keyword">val</span> worker_num : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-start"><a href="#val-start" class="anchor"></a><code><span><span class="keyword">val</span> start : <span><span class="optlabel">?barrier</span>:<a href="#type-barrier">barrier</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_barrier"><a href="#val-register_barrier" class="anchor"></a><code><span><span class="keyword">val</span> register_barrier : <span><span>(<span><span><a href="#type-param_context">param_context</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> int * <span>string list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_schedule"><a href="#val-register_schedule" class="anchor"></a><code><span><span class="keyword">val</span> register_schedule : <span><span>(<span><span><span class="type-var">'a</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * <span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_pull"><a href="#val-register_pull" class="anchor"></a><code><span><span class="keyword">val</span> register_pull : <span><span>(<span><span><span>(<span class="type-var">'a</span> * <span class="type-var">'b</span>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * <span class="type-var">'c</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_push"><a href="#val-register_push" class="anchor"></a><code><span><span class="keyword">val</span> register_push : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_stop"><a href="#val-register_stop" class="anchor"></a><code><span><span class="keyword">val</span> register_stop : <span><span>(<span><span><a href="#type-param_context">param_context</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural_parallel/Make/index.html b/docs/owl/Owl_neural_parallel/Make/index.html
index 02c443b46..2fd45829c 100644
--- a/docs/owl/Owl_neural_parallel/Make/index.html
+++ b/docs/owl/Owl_neural_parallel/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl.Owl_neural_parallel.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_neural_parallel</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_parallel.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../module-type-ModelSig/index.html">ModelSig</a></span></code></div></div><div class="odoc-spec"><div class="spec parameter anchored" id="argument-2-E"><a href="#argument-2-E" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-2-E/index.html">E</a></span><span> : <a href="../module-type-EngineSig/index.html">EngineSig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec type anchored" id="type-task"><a href="#type-task" class="anchor"></a><code><span><span class="keyword">type</span> task</span><span> = </span><span>{</span></code><ol><li id="type-task.id" class="def record field anchored"><a href="#type-task.id" class="anchor"></a><code><span><span class="keyword">mutable</span> id : int;</span></code></li><li id="type-task.state" class="def record field anchored"><a href="#type-task.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <span><a href="../../Owl_optimise/S/Checkpoint/index.html#type-state">Owl_optimise.S.Checkpoint.state</a> option</span>;</span></code></li><li id="type-task.params" class="def record field anchored"><a href="#type-task.params" class="anchor"></a><code><span><span class="keyword">mutable</span> params : <a href="../../Owl_optimise/S/Params/index.html#type-typ">Owl_optimise.S.Params.typ</a>;</span></code></li><li id="type-task.model" class="def record field anchored"><a href="#type-task.model" class="anchor"></a><code><span><span class="keyword">mutable</span> model : <a href="argument-1-M/index.html#type-network">M.network</a>;</span></code></li><li id="type-task.data_x" class="def record field anchored"><a href="#type-task.data_x" class="anchor"></a><code><span><span class="keyword">mutable</span> data_x : <a href="../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a>;</span></code></li><li id="type-task.data_y" class="def record field anchored"><a href="#type-task.data_y" class="anchor"></a><code><span><span class="keyword">mutable</span> data_y : <a href="../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_task"><a href="#val-make_task" class="anchor"></a><code><span><span class="keyword">val</span> make_task : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl.Owl_neural_parallel.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_neural_parallel</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_parallel.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-M"><a href="#argument-1-M" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-M/index.html">M</a></span><span> : <a href="../module-type-ModelSig/index.html">ModelSig</a></span></code></div></div><div class="odoc-spec"><div class="spec parameter anchored" id="argument-2-E"><a href="#argument-2-E" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-2-E/index.html">E</a></span><span> : <a href="../module-type-EngineSig/index.html">EngineSig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec type anchored" id="type-task"><a href="#type-task" class="anchor"></a><code><span><span class="keyword">type</span> task</span><span> = </span><span>{</span></code><ol><li id="type-task.id" class="def record field anchored"><a href="#type-task.id" class="anchor"></a><code><span><span class="keyword">mutable</span> id : int;</span></code></li><li id="type-task.state" class="def record field anchored"><a href="#type-task.state" class="anchor"></a><code><span><span class="keyword">mutable</span> state : <span><a href="../../Owl_optimise/S/Checkpoint/index.html#type-state">Owl_optimise.S.Checkpoint.state</a> option</span>;</span></code></li><li id="type-task.params" class="def record field anchored"><a href="#type-task.params" class="anchor"></a><code><span><span class="keyword">mutable</span> params : <a href="../../Owl_optimise/S/Params/index.html#type-typ">Owl_optimise.S.Params.typ</a>;</span></code></li><li id="type-task.model" class="def record field anchored"><a href="#type-task.model" class="anchor"></a><code><span><span class="keyword">mutable</span> model : <a href="argument-1-M/index.html#type-network">M.network</a>;</span></code></li><li id="type-task.data_x" class="def record field anchored"><a href="#type-task.data_x" class="anchor"></a><code><span><span class="keyword">mutable</span> data_x : <a href="../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a>;</span></code></li><li id="type-task.data_y" class="def record field anchored"><a href="#type-task.data_y" class="anchor"></a><code><span><span class="keyword">mutable</span> data_y : <a href="../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_task"><a href="#val-make_task" class="anchor"></a><code><span><span class="keyword">val</span> make_task : 
   <span>int <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../Owl_optimise/S/Params/index.html#type-typ">Owl_optimise.S.Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="argument-1-M/index.html#type-network">M.network</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_neural_parallel/index.html b/docs/owl/Owl_neural_parallel/index.html
index aff2ffddd..0664dce31 100644
--- a/docs/owl/Owl_neural_parallel/index.html
+++ b/docs/owl/Owl_neural_parallel/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_parallel (owl.Owl_neural_parallel)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_neural_parallel</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_parallel</span></code></h1><p>Neural network: interface of parallel engine</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-EngineSig"><a href="#module-type-EngineSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-EngineSig/index.html">EngineSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-ModelSig"><a href="#module-type-ModelSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-ModelSig/index.html">ModelSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-M/index.html">M</a> : <a href="module-type-ModelSig/index.html">ModelSig</a>) (<a href="Make/argument-2-E/index.html">E</a> : <a href="module-type-EngineSig/index.html">EngineSig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_neural_parallel (owl.Owl_neural_parallel)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_neural_parallel</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_neural_parallel</span></code></h1><p>Neural network: interface of parallel engine</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-EngineSig"><a href="#module-type-EngineSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-EngineSig/index.html">EngineSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-ModelSig"><a href="#module-type-ModelSig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-ModelSig/index.html">ModelSig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-M/index.html">M</a> : <a href="module-type-ModelSig/index.html">ModelSig</a>) (<a href="Make/argument-2-E/index.html">E</a> : <a href="module-type-EngineSig/index.html">EngineSig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural_parallel/module-type-EngineSig/index.html b/docs/owl/Owl_neural_parallel/module-type-EngineSig/index.html
index ce121f545..6cfd172d8 100644
--- a/docs/owl/Owl_neural_parallel/module-type-EngineSig/index.html
+++ b/docs/owl/Owl_neural_parallel/module-type-EngineSig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>EngineSig (owl.Owl_neural_parallel.EngineSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_neural_parallel</a> &#x00BB; EngineSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_neural_parallel.EngineSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-param_context"><a href="#type-param_context" class="anchor"></a><code><span><span class="keyword">type</span> param_context</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-barrier"><a href="#type-barrier" class="anchor"></a><code><span><span class="keyword">type</span> barrier</span><span> = </span></code><ol><li id="type-barrier.ASP" class="def variant constructor anchored"><a href="#type-barrier.ASP" class="anchor"></a><code><span>| </span><span><span class="constructor">ASP</span></span></code></li><li id="type-barrier.BSP" class="def variant constructor anchored"><a href="#type-barrier.BSP" class="anchor"></a><code><span>| </span><span><span class="constructor">BSP</span></span></code></li><li id="type-barrier.SSP" class="def variant constructor anchored"><a href="#type-barrier.SSP" class="anchor"></a><code><span>| </span><span><span class="constructor">SSP</span></span></code></li><li id="type-barrier.PSP" class="def variant constructor anchored"><a href="#type-barrier.PSP" class="anchor"></a><code><span>| </span><span><span class="constructor">PSP</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span> * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-worker_num"><a href="#val-worker_num" class="anchor"></a><code><span><span class="keyword">val</span> worker_num : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-start"><a href="#val-start" class="anchor"></a><code><span><span class="keyword">val</span> start : <span><span class="optlabel">?barrier</span>:<a href="#type-barrier">barrier</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_barrier"><a href="#val-register_barrier" class="anchor"></a><code><span><span class="keyword">val</span> register_barrier : <span><span>(<span><span><a href="#type-param_context">param_context</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> int * <span>string list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_schedule"><a href="#val-register_schedule" class="anchor"></a><code><span><span class="keyword">val</span> register_schedule : <span><span>(<span><span><span class="type-var">'a</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * <span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_pull"><a href="#val-register_pull" class="anchor"></a><code><span><span class="keyword">val</span> register_pull : <span><span>(<span><span><span>(<span class="type-var">'a</span> * <span class="type-var">'b</span>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * <span class="type-var">'c</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_push"><a href="#val-register_push" class="anchor"></a><code><span><span class="keyword">val</span> register_push : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_stop"><a href="#val-register_stop" class="anchor"></a><code><span><span class="keyword">val</span> register_stop : <span><span>(<span><span><a href="#type-param_context">param_context</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>EngineSig (owl.Owl_neural_parallel.EngineSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_neural_parallel</a> &#x00BB; EngineSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_neural_parallel.EngineSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-param_context"><a href="#type-param_context" class="anchor"></a><code><span><span class="keyword">type</span> param_context</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-barrier"><a href="#type-barrier" class="anchor"></a><code><span><span class="keyword">type</span> barrier</span><span> = </span></code><ol><li id="type-barrier.ASP" class="def variant constructor anchored"><a href="#type-barrier.ASP" class="anchor"></a><code><span>| </span><span><span class="constructor">ASP</span></span></code></li><li id="type-barrier.BSP" class="def variant constructor anchored"><a href="#type-barrier.BSP" class="anchor"></a><code><span>| </span><span><span class="constructor">BSP</span></span></code></li><li id="type-barrier.SSP" class="def variant constructor anchored"><a href="#type-barrier.SSP" class="anchor"></a><code><span>| </span><span><span class="constructor">SSP</span></span></code></li><li id="type-barrier.PSP" class="def variant constructor anchored"><a href="#type-barrier.PSP" class="anchor"></a><code><span>| </span><span><span class="constructor">PSP</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span> * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-worker_num"><a href="#val-worker_num" class="anchor"></a><code><span><span class="keyword">val</span> worker_num : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-start"><a href="#val-start" class="anchor"></a><code><span><span class="keyword">val</span> start : <span><span class="optlabel">?barrier</span>:<a href="#type-barrier">barrier</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_barrier"><a href="#val-register_barrier" class="anchor"></a><code><span><span class="keyword">val</span> register_barrier : <span><span>(<span><span><a href="#type-param_context">param_context</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> int * <span>string list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_schedule"><a href="#val-register_schedule" class="anchor"></a><code><span><span class="keyword">val</span> register_schedule : <span><span>(<span><span><span class="type-var">'a</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * <span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_pull"><a href="#val-register_pull" class="anchor"></a><code><span><span class="keyword">val</span> register_pull : <span><span>(<span><span><span>(<span class="type-var">'a</span> * <span class="type-var">'b</span>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'a</span> * <span class="type-var">'c</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_push"><a href="#val-register_push" class="anchor"></a><code><span><span class="keyword">val</span> register_push : <span><span>(<span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span class="type-var">'b</span> * <span class="type-var">'c</span>)</span> list</span>)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-register_stop"><a href="#val-register_stop" class="anchor"></a><code><span><span class="keyword">val</span> register_stop : <span><span>(<span><span><a href="#type-param_context">param_context</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> bool)</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_neural_parallel/module-type-ModelSig/index.html b/docs/owl/Owl_neural_parallel/module-type-ModelSig/index.html
index ccc5c53e3..8b1c7ba73 100644
--- a/docs/owl/Owl_neural_parallel/module-type-ModelSig/index.html
+++ b/docs/owl/Owl_neural_parallel/module-type-ModelSig/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>ModelSig (owl.Owl_neural_parallel.ModelSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_neural_parallel</a> &#x00BB; ModelSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_neural_parallel.ModelSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">type</span> network</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-train_generic"><a href="#val-train_generic" class="anchor"></a><code><span><span class="keyword">val</span> train_generic : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>ModelSig (owl.Owl_neural_parallel.ModelSig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_neural_parallel</a> &#x00BB; ModelSig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_neural_parallel.ModelSig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-network"><a href="#type-network" class="anchor"></a><code><span><span class="keyword">type</span> network</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mkpar"><a href="#val-mkpar" class="anchor"></a><code><span><span class="keyword">val</span> mkpar : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update"><a href="#val-update" class="anchor"></a><code><span><span class="keyword">val</span> update : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../Owl_algodiff/S/index.html#type-t">Owl_algodiff.S.t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-network">network</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-network">network</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-train_generic"><a href="#val-train_generic" class="anchor"></a><code><span><span class="keyword">val</span> train_generic : 
   <span><span class="optlabel">?state</span>:<a href="../../Owl_optimise/S/Checkpoint/index.html#type-state">Owl_optimise.S.Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?params</span>:<a href="../../Owl_optimise/S/Params/index.html#type-typ">Owl_optimise.S.Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?init_model</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_nlp/index.html b/docs/owl/Owl_nlp/index.html
index 7c75d80c1..4de1a85c9 100644
--- a/docs/owl/Owl_nlp/index.html
+++ b/docs/owl/Owl_nlp/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp (owl.Owl_nlp)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp</span></code></h1><p>NLP: module aliases</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Vocabulary"><a href="#module-Vocabulary" class="anchor"></a><code><span><span class="keyword">module</span> Vocabulary</span><span> = <a href="../Owl_nlp_vocabulary/index.html">Owl_nlp_vocabulary</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Corpus"><a href="#module-Corpus" class="anchor"></a><code><span><span class="keyword">module</span> Corpus</span><span> = <a href="../Owl_nlp_corpus/index.html">Owl_nlp_corpus</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Tfidf"><a href="#module-Tfidf" class="anchor"></a><code><span><span class="keyword">module</span> Tfidf</span><span> = <a href="../Owl_nlp_tfidf/index.html">Owl_nlp_tfidf</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lda"><a href="#module-Lda" class="anchor"></a><code><span><span class="keyword">module</span> Lda</span><span> = <a href="../Owl_nlp_lda/index.html">Owl_nlp_lda</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> Utils</span><span> = <a href="../Owl_nlp_utils/index.html">Owl_nlp_utils</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Similarity"><a href="#module-Similarity" class="anchor"></a><code><span><span class="keyword">module</span> Similarity</span><span> = <a href="../Owl_nlp_similarity/index.html">Owl_nlp_similarity</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp (owl.Owl_nlp)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp</span></code></h1><p>NLP: module aliases</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Vocabulary"><a href="#module-Vocabulary" class="anchor"></a><code><span><span class="keyword">module</span> Vocabulary</span><span> = <a href="../Owl_nlp_vocabulary/index.html">Owl_nlp_vocabulary</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Corpus"><a href="#module-Corpus" class="anchor"></a><code><span><span class="keyword">module</span> Corpus</span><span> = <a href="../Owl_nlp_corpus/index.html">Owl_nlp_corpus</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Tfidf"><a href="#module-Tfidf" class="anchor"></a><code><span><span class="keyword">module</span> Tfidf</span><span> = <a href="../Owl_nlp_tfidf/index.html">Owl_nlp_tfidf</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Lda"><a href="#module-Lda" class="anchor"></a><code><span><span class="keyword">module</span> Lda</span><span> = <a href="../Owl_nlp_lda/index.html">Owl_nlp_lda</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> Utils</span><span> = <a href="../Owl_nlp_utils/index.html">Owl_nlp_utils</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Similarity"><a href="#module-Similarity" class="anchor"></a><code><span><span class="keyword">module</span> Similarity</span><span> = <a href="../Owl_nlp_similarity/index.html">Owl_nlp_similarity</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_nlp_corpus/index.html b/docs/owl/Owl_nlp_corpus/index.html
index cd798960d..70025dcab 100644
--- a/docs/owl/Owl_nlp_corpus/index.html
+++ b/docs/owl/Owl_nlp_corpus/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_corpus (owl.Owl_nlp_corpus)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_corpus</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_corpus</span></code></h1><p>NLP: Corpus module</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#query-corpus">Query corpus</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#core-functions">Core functions</a></li><li><a href="#i/o-functions">I/O functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>Type of a text corpus.</p></div></div><h6 id="query-corpus"><a href="#query-corpus" class="anchor"></a>Query corpus</h6><div class="odoc-spec"><div class="spec value anchored" id="val-length"><a href="#val-length" class="anchor"></a><code><span><span class="keyword">val</span> length : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the size of the corpus, i.e. number of documents.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the ith document in the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_tok"><a href="#val-get_tok" class="anchor"></a><code><span><span class="keyword">val</span> get_tok : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Return the ith tokenised document in the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_uri"><a href="#val-get_uri" class="anchor"></a><code><span><span class="keyword">val</span> get_uri : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the path of the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_bin_uri"><a href="#val-get_bin_uri" class="anchor"></a><code><span><span class="keyword">val</span> get_bin_uri : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the path of the binary format of corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_bin_fh"><a href="#val-get_bin_fh" class="anchor"></a><code><span><span class="keyword">val</span> get_bin_fh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="xref-unresolved">Stdlib</span>.in_channel</span></code></div><div class="spec-doc"><p>Return the file handle of the binary formation of corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_tok_uri"><a href="#val-get_tok_uri" class="anchor"></a><code><span><span class="keyword">val</span> get_tok_uri : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the path of tokenised corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_tok_fh"><a href="#val-get_tok_fh" class="anchor"></a><code><span><span class="keyword">val</span> get_tok_fh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="xref-unresolved">Stdlib</span>.in_channel</span></code></div><div class="spec-doc"><p>Return the file handle of the tokenised corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_vocab_uri"><a href="#val-get_vocab_uri" class="anchor"></a><code><span><span class="keyword">val</span> get_vocab_uri : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the path of vocabulary file associated with the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_vocab"><a href="#val-get_vocab" class="anchor"></a><code><span><span class="keyword">val</span> get_vocab : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_nlp_vocabulary/index.html#type-t">Owl_nlp_vocabulary.t</a></span></code></div><div class="spec-doc"><p>Return the vocabulary associated with the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_docid"><a href="#val-get_docid" class="anchor"></a><code><span><span class="keyword">val</span> get_docid : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Return a list of document ids which are mapped back to the original file where the corpus is built.</p></div></div><h6 id="iteration-functions"><a href="#iteration-functions" class="anchor"></a>Iteration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-next"><a href="#val-next" class="anchor"></a><code><span><span class="keyword">val</span> next : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the next document in the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-next_tok"><a href="#val-next_tok" class="anchor"></a><code><span><span class="keyword">val</span> next_tok : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Return the next tokenised document in the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Iterate all the documents in the corpus, the index (line number) is passed in.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_tok"><a href="#val-iteri_tok" class="anchor"></a><code><span><span class="keyword">val</span> iteri_tok : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Iterate the tokenised documents in the corpus, the index (line number) is passed in.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Map all the documents in a corpus into another array. The index (line number) is passed in.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_tok"><a href="#val-mapi_tok" class="anchor"></a><code><span><span class="keyword">val</span> mapi_tok : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span></span></code></div><div class="spec-doc"><p>Map all the tokenised ocuments in a corpus into another array. The index (line number) is passed in.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-next_batch"><a href="#val-next_batch" class="anchor"></a><code><span><span class="keyword">val</span> next_batch : <span><span class="optlabel">?size</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p>Return the next batch of documents in a corpus as a string array. The default <code>size</code> is 100.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-next_batch_tok"><a href="#val-next_batch_tok" class="anchor"></a><code><span><span class="keyword">val</span> next_batch_tok : <span><span class="optlabel">?size</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div><div class="spec-doc"><p>Return the next batch of tokenised documents in a corpus as a string array. The default <code>size</code> is 100.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_iterators"><a href="#val-reset_iterators" class="anchor"></a><code><span><span class="keyword">val</span> reset_iterators : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the iterator to the beginning of the corpus.</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-build"><a href="#val-build" class="anchor"></a><code><span><span class="keyword">val</span> build : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_corpus (owl.Owl_nlp_corpus)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_corpus</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_corpus</span></code></h1><p>NLP: Corpus module</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#query-corpus">Query corpus</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#core-functions">Core functions</a></li><li><a href="#i/o-functions">I/O functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>Type of a text corpus.</p></div></div><h6 id="query-corpus"><a href="#query-corpus" class="anchor"></a>Query corpus</h6><div class="odoc-spec"><div class="spec value anchored" id="val-length"><a href="#val-length" class="anchor"></a><code><span><span class="keyword">val</span> length : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the size of the corpus, i.e. number of documents.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the ith document in the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_tok"><a href="#val-get_tok" class="anchor"></a><code><span><span class="keyword">val</span> get_tok : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Return the ith tokenised document in the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_uri"><a href="#val-get_uri" class="anchor"></a><code><span><span class="keyword">val</span> get_uri : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the path of the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_bin_uri"><a href="#val-get_bin_uri" class="anchor"></a><code><span><span class="keyword">val</span> get_bin_uri : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the path of the binary format of corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_bin_fh"><a href="#val-get_bin_fh" class="anchor"></a><code><span><span class="keyword">val</span> get_bin_fh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="xref-unresolved">Stdlib</span>.in_channel</span></code></div><div class="spec-doc"><p>Return the file handle of the binary formation of corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_tok_uri"><a href="#val-get_tok_uri" class="anchor"></a><code><span><span class="keyword">val</span> get_tok_uri : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the path of tokenised corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_tok_fh"><a href="#val-get_tok_fh" class="anchor"></a><code><span><span class="keyword">val</span> get_tok_fh : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="xref-unresolved">Stdlib</span>.in_channel</span></code></div><div class="spec-doc"><p>Return the file handle of the tokenised corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_vocab_uri"><a href="#val-get_vocab_uri" class="anchor"></a><code><span><span class="keyword">val</span> get_vocab_uri : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the path of vocabulary file associated with the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_vocab"><a href="#val-get_vocab" class="anchor"></a><code><span><span class="keyword">val</span> get_vocab : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_nlp_vocabulary/index.html#type-t">Owl_nlp_vocabulary.t</a></span></code></div><div class="spec-doc"><p>Return the vocabulary associated with the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_docid"><a href="#val-get_docid" class="anchor"></a><code><span><span class="keyword">val</span> get_docid : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Return a list of document ids which are mapped back to the original file where the corpus is built.</p></div></div><h6 id="iteration-functions"><a href="#iteration-functions" class="anchor"></a>Iteration functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-next"><a href="#val-next" class="anchor"></a><code><span><span class="keyword">val</span> next : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the next document in the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-next_tok"><a href="#val-next_tok" class="anchor"></a><code><span><span class="keyword">val</span> next_tok : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>Return the next tokenised document in the corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri"><a href="#val-iteri" class="anchor"></a><code><span><span class="keyword">val</span> iteri : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Iterate all the documents in the corpus, the index (line number) is passed in.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-iteri_tok"><a href="#val-iteri_tok" class="anchor"></a><code><span><span class="keyword">val</span> iteri_tok : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Iterate the tokenised documents in the corpus, the index (line number) is passed in.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi"><a href="#val-mapi" class="anchor"></a><code><span><span class="keyword">val</span> mapi : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> array</span></span></code></div><div class="spec-doc"><p>Map all the documents in a corpus into another array. The index (line number) is passed in.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mapi_tok"><a href="#val-mapi_tok" class="anchor"></a><code><span><span class="keyword">val</span> mapi_tok : <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'b</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> array</span></span></code></div><div class="spec-doc"><p>Map all the tokenised ocuments in a corpus into another array. The index (line number) is passed in.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-next_batch"><a href="#val-next_batch" class="anchor"></a><code><span><span class="keyword">val</span> next_batch : <span><span class="optlabel">?size</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string array</span></span></code></div><div class="spec-doc"><p>Return the next batch of documents in a corpus as a string array. The default <code>size</code> is 100.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-next_batch_tok"><a href="#val-next_batch_tok" class="anchor"></a><code><span><span class="keyword">val</span> next_batch_tok : <span><span class="optlabel">?size</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> array</span></span></code></div><div class="spec-doc"><p>Return the next batch of tokenised documents in a corpus as a string array. The default <code>size</code> is 100.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_iterators"><a href="#val-reset_iterators" class="anchor"></a><code><span><span class="keyword">val</span> reset_iterators : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Reset the iterator to the beginning of the corpus.</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-build"><a href="#val-build" class="anchor"></a><code><span><span class="keyword">val</span> build : 
   <span><span class="optlabel">?docid</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?stopwords</span>:<span><span>(string, <span class="type-var">'a</span>)</span> <span class="xref-unresolved">Stdlib</span>.Hashtbl.t</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?lo</span>:float <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_nlp_lda/index.html b/docs/owl/Owl_nlp_lda/index.html
index da71e3d9e..7f2381e56 100644
--- a/docs/owl/Owl_nlp_lda/index.html
+++ b/docs/owl/Owl_nlp_lda/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_lda (owl.Owl_nlp_lda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_lda</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_lda</span></code></h1><p>NLP: LDA module</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-lda_typ"><a href="#type-lda_typ" class="anchor"></a><code><span><span class="keyword">type</span> lda_typ</span><span> = </span></code><ol><li id="type-lda_typ.SimpleLDA" class="def variant constructor anchored"><a href="#type-lda_typ.SimpleLDA" class="anchor"></a><code><span>| </span><span><span class="constructor">SimpleLDA</span></span></code></li><li id="type-lda_typ.FTreeLDA" class="def variant constructor anchored"><a href="#type-lda_typ.FTreeLDA" class="anchor"></a><code><span>| </span><span><span class="constructor">FTreeLDA</span></span></code></li><li id="type-lda_typ.LightLDA" class="def variant constructor anchored"><a href="#type-lda_typ.LightLDA" class="anchor"></a><code><span>| </span><span><span class="constructor">LightLDA</span></span></code></li><li id="type-lda_typ.SparseLDA" class="def variant constructor anchored"><a href="#type-lda_typ.SparseLDA" class="anchor"></a><code><span>| </span><span><span class="constructor">SparseLDA</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type of LDA training algorithms.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-model"><a href="#type-model" class="anchor"></a><code><span><span class="keyword">type</span> model</span></code></div><div class="spec-doc"><p>Type of LDA model.</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="optlabel">?iter</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Owl_nlp_corpus/index.html#type-t">Owl_nlp_corpus.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-model">model</a></span></code></div><div class="spec-doc"><p><code>init ~iter k v d</code> inits an LDA model for training. The default iteration is 100.</p><p>Parameters: * <code>iter</code>: number of iterations. * <code>k</code>: number of topics. * <code>d</code>: corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-train"><a href="#val-train" class="anchor"></a><code><span><span class="keyword">val</span> train : <span><a href="#type-lda_typ">lda_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-model">model</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>After calling <code>init</code>, calling this function starts the training.</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-show_info"><a href="#val-show_info" class="anchor"></a><code><span><span class="keyword">val</span> show_info : <span><a href="#type-model">model</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Function for printing out log information, tailored for LDA training.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-include_token"><a href="#val-include_token" class="anchor"></a><code><span><span class="keyword">val</span> include_token : <span><a href="#type-model">model</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Include a token in model, used in training and you are not supposed to use it.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exclude_token"><a href="#val-exclude_token" class="anchor"></a><code><span><span class="keyword">val</span> exclude_token : <span><a href="#type-model">model</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Exclude a token in model, used in training and you are not supposed to use it.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_lda (owl.Owl_nlp_lda)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_lda</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_lda</span></code></h1><p>NLP: LDA module</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#core-functions">Core functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-lda_typ"><a href="#type-lda_typ" class="anchor"></a><code><span><span class="keyword">type</span> lda_typ</span><span> = </span></code><ol><li id="type-lda_typ.SimpleLDA" class="def variant constructor anchored"><a href="#type-lda_typ.SimpleLDA" class="anchor"></a><code><span>| </span><span><span class="constructor">SimpleLDA</span></span></code></li><li id="type-lda_typ.FTreeLDA" class="def variant constructor anchored"><a href="#type-lda_typ.FTreeLDA" class="anchor"></a><code><span>| </span><span><span class="constructor">FTreeLDA</span></span></code></li><li id="type-lda_typ.LightLDA" class="def variant constructor anchored"><a href="#type-lda_typ.LightLDA" class="anchor"></a><code><span>| </span><span><span class="constructor">LightLDA</span></span></code></li><li id="type-lda_typ.SparseLDA" class="def variant constructor anchored"><a href="#type-lda_typ.SparseLDA" class="anchor"></a><code><span>| </span><span><span class="constructor">SparseLDA</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type of LDA training algorithms.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-model"><a href="#type-model" class="anchor"></a><code><span><span class="keyword">type</span> model</span></code></div><div class="spec-doc"><p>Type of LDA model.</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span class="optlabel">?iter</span>:int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Owl_nlp_corpus/index.html#type-t">Owl_nlp_corpus.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-model">model</a></span></code></div><div class="spec-doc"><p><code>init ~iter k v d</code> inits an LDA model for training. The default iteration is 100.</p><p>Parameters: * <code>iter</code>: number of iterations. * <code>k</code>: number of topics. * <code>d</code>: corpus.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-train"><a href="#val-train" class="anchor"></a><code><span><span class="keyword">val</span> train : <span><a href="#type-lda_typ">lda_typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-model">model</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>After calling <code>init</code>, calling this function starts the training.</p></div></div><h6 id="helper-functions"><a href="#helper-functions" class="anchor"></a>Helper functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-show_info"><a href="#val-show_info" class="anchor"></a><code><span><span class="keyword">val</span> show_info : <span><a href="#type-model">model</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Function for printing out log information, tailored for LDA training.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-include_token"><a href="#val-include_token" class="anchor"></a><code><span><span class="keyword">val</span> include_token : <span><a href="#type-model">model</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Include a token in model, used in training and you are not supposed to use it.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exclude_token"><a href="#val-exclude_token" class="anchor"></a><code><span><span class="keyword">val</span> exclude_token : <span><a href="#type-model">model</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Exclude a token in model, used in training and you are not supposed to use it.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_nlp_similarity/index.html b/docs/owl/Owl_nlp_similarity/index.html
index 364ab4466..a4c4c9d43 100644
--- a/docs/owl/Owl_nlp_similarity/index.html
+++ b/docs/owl/Owl_nlp_similarity/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_similarity (owl.Owl_nlp_similarity)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_similarity</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_similarity</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.Cosine" class="def variant constructor anchored"><a href="#type-t.Cosine" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosine</span></span></code></li><li id="type-t.Euclidean" class="def variant constructor anchored"><a href="#type-t.Euclidean" class="anchor"></a><code><span>| </span><span><span class="constructor">Euclidean</span></span></code></li><li id="type-t.KL_D" class="def variant constructor anchored"><a href="#type-t.KL_D" class="anchor"></a><code><span>| </span><span><span class="constructor">KL_D</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kl_distance"><a href="#val-kl_distance" class="anchor"></a><code><span><span class="keyword">val</span> kl_distance : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosine_distance"><a href="#val-cosine_distance" class="anchor"></a><code><span><span class="keyword">val</span> cosine_distance : <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inner_product"><a href="#val-inner_product" class="anchor"></a><code><span><span class="keyword">val</span> inner_product : <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inner_product_fast"><a href="#val-inner_product_fast" class="anchor"></a><code><span><span class="keyword">val</span> inner_product_fast : <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-euclidean_distance"><a href="#val-euclidean_distance" class="anchor"></a><code><span><span class="keyword">val</span> euclidean_distance : <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-distance"><a href="#val-distance" class="anchor"></a><code><span><span class="keyword">val</span> distance : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_similarity (owl.Owl_nlp_similarity)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_similarity</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_similarity</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.Cosine" class="def variant constructor anchored"><a href="#type-t.Cosine" class="anchor"></a><code><span>| </span><span><span class="constructor">Cosine</span></span></code></li><li id="type-t.Euclidean" class="def variant constructor anchored"><a href="#type-t.Euclidean" class="anchor"></a><code><span>| </span><span><span class="constructor">Euclidean</span></span></code></li><li id="type-t.KL_D" class="def variant constructor anchored"><a href="#type-t.KL_D" class="anchor"></a><code><span>| </span><span><span class="constructor">KL_D</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kl_distance"><a href="#val-kl_distance" class="anchor"></a><code><span><span class="keyword">val</span> kl_distance : <span><span class="type-var">'a</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="type-var">'b</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosine_distance"><a href="#val-cosine_distance" class="anchor"></a><code><span><span class="keyword">val</span> cosine_distance : <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inner_product"><a href="#val-inner_product" class="anchor"></a><code><span><span class="keyword">val</span> inner_product : <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inner_product_fast"><a href="#val-inner_product_fast" class="anchor"></a><code><span><span class="keyword">val</span> inner_product_fast : <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-euclidean_distance"><a href="#val-euclidean_distance" class="anchor"></a><code><span><span class="keyword">val</span> euclidean_distance : <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'b</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-distance"><a href="#val-distance" class="anchor"></a><code><span><span class="keyword">val</span> distance : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<span class="type-var">'a</span> * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_nlp_tfidf/index.html b/docs/owl/Owl_nlp_tfidf/index.html
index b34c801a8..c57cdc6a8 100644
--- a/docs/owl/Owl_nlp_tfidf/index.html
+++ b/docs/owl/Owl_nlp_tfidf/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_tfidf (owl.Owl_nlp_tfidf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_tfidf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_tfidf</span></code></h1><p>NLP: TFIDF module</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#query-model">Query model</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#core-functions">Core functions</a></li><li><a href="#i/o-functions">I/O functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-tf_typ"><a href="#type-tf_typ" class="anchor"></a><code><span><span class="keyword">type</span> tf_typ</span><span> = </span></code><ol><li id="type-tf_typ.Binary" class="def variant constructor anchored"><a href="#type-tf_typ.Binary" class="anchor"></a><code><span>| </span><span><span class="constructor">Binary</span></span></code></li><li id="type-tf_typ.Count" class="def variant constructor anchored"><a href="#type-tf_typ.Count" class="anchor"></a><code><span>| </span><span><span class="constructor">Count</span></span></code></li><li id="type-tf_typ.Frequency" class="def variant constructor anchored"><a href="#type-tf_typ.Frequency" class="anchor"></a><code><span>| </span><span><span class="constructor">Frequency</span></span></code></li><li id="type-tf_typ.Log_norm" class="def variant constructor anchored"><a href="#type-tf_typ.Log_norm" class="anchor"></a><code><span>| </span><span><span class="constructor">Log_norm</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type of term frequency.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-df_typ"><a href="#type-df_typ" class="anchor"></a><code><span><span class="keyword">type</span> df_typ</span><span> = </span></code><ol><li id="type-df_typ.Unary" class="def variant constructor anchored"><a href="#type-df_typ.Unary" class="anchor"></a><code><span>| </span><span><span class="constructor">Unary</span></span></code></li><li id="type-df_typ.Idf" class="def variant constructor anchored"><a href="#type-df_typ.Idf" class="anchor"></a><code><span>| </span><span><span class="constructor">Idf</span></span></code></li><li id="type-df_typ.Idf_Smooth" class="def variant constructor anchored"><a href="#type-df_typ.Idf_Smooth" class="anchor"></a><code><span>| </span><span><span class="constructor">Idf_Smooth</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type of inverse document frequency.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>Type of a TFIDF model</p></div></div><h6 id="query-model"><a href="#query-model" class="anchor"></a>Query model</h6><div class="odoc-spec"><div class="spec value anchored" id="val-length"><a href="#val-length" class="anchor"></a><code><span><span class="keyword">val</span> length : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Size of Tfidf model, i.e. number of documents contained.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-term_freq"><a href="#val-term_freq" class="anchor"></a><code><span><span class="keyword">val</span> term_freq : <span><a href="#type-tf_typ">tf_typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>term_freq term_count num_words</code> calculates the term frequency weight.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-doc_freq"><a href="#val-doc_freq" class="anchor"></a><code><span><span class="keyword">val</span> doc_freq : <span><a href="#type-df_typ">df_typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>doc_freq doc_count num_docs</code> calculates the document frequency weight.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_uri"><a href="#val-get_uri" class="anchor"></a><code><span><span class="keyword">val</span> get_uri : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the path of the TFIDF model.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_corpus"><a href="#val-get_corpus" class="anchor"></a><code><span><span class="keyword">val</span> get_corpus : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_nlp_corpus/index.html#type-t">Owl_nlp_corpus.t</a></span></code></div><div class="spec-doc"><p>Return the corpus contained in TFIDF model</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vocab_len"><a href="#val-vocab_len" class="anchor"></a><code><span><span class="keyword">val</span> vocab_len : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the size of the vocabulary contained in the TFIDF model.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_handle"><a href="#val-get_handle" class="anchor"></a><code><span><span class="keyword">val</span> get_handle : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="xref-unresolved">Stdlib</span>.in_channel</span></code></div><div class="spec-doc"><p>Get the file handle associated with TFIDF model.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-doc_count_of"><a href="#val-doc_count_of" class="anchor"></a><code><span><span class="keyword">val</span> doc_count_of : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>doc_count_of tfidf w</code> calculate document frequency for a given word <code>w</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-doc_count"><a href="#val-doc_count" class="anchor"></a><code><span><span class="keyword">val</span> doc_count : <span><a href="../Owl_nlp_vocabulary/index.html#type-t">Owl_nlp_vocabulary.t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>float array</span> * int</span></code></div><div class="spec-doc"><p><code>doc_count vocab fname</code> count occurrency in all documents contained in the raw text corpus of file <code>fname</code>, for all words</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-term_count"><a href="#val-term_count" class="anchor"></a><code><span><span class="keyword">val</span> term_count : <span><span><span>(<span class="type-var">'a</span>, float)</span> <span class="xref-unresolved">Stdlib</span>.Hashtbl.t</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>term_count count doc</code> counts the term occurrency in a document, and saves the result in count hashtbl.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Return the percentage of non-zero elements in doc-term matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-doc_to_vec"><a href="#val-doc_to_vec" class="anchor"></a><code><span><span class="keyword">val</span> doc_to_vec : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_tfidf (owl.Owl_nlp_tfidf)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_tfidf</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_tfidf</span></code></h1><p>NLP: TFIDF module</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#query-model">Query model</a></li><li><a href="#iteration-functions">Iteration functions</a></li><li><a href="#core-functions">Core functions</a></li><li><a href="#i/o-functions">I/O functions</a></li><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-tf_typ"><a href="#type-tf_typ" class="anchor"></a><code><span><span class="keyword">type</span> tf_typ</span><span> = </span></code><ol><li id="type-tf_typ.Binary" class="def variant constructor anchored"><a href="#type-tf_typ.Binary" class="anchor"></a><code><span>| </span><span><span class="constructor">Binary</span></span></code></li><li id="type-tf_typ.Count" class="def variant constructor anchored"><a href="#type-tf_typ.Count" class="anchor"></a><code><span>| </span><span><span class="constructor">Count</span></span></code></li><li id="type-tf_typ.Frequency" class="def variant constructor anchored"><a href="#type-tf_typ.Frequency" class="anchor"></a><code><span>| </span><span><span class="constructor">Frequency</span></span></code></li><li id="type-tf_typ.Log_norm" class="def variant constructor anchored"><a href="#type-tf_typ.Log_norm" class="anchor"></a><code><span>| </span><span><span class="constructor">Log_norm</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type of term frequency.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-df_typ"><a href="#type-df_typ" class="anchor"></a><code><span><span class="keyword">type</span> df_typ</span><span> = </span></code><ol><li id="type-df_typ.Unary" class="def variant constructor anchored"><a href="#type-df_typ.Unary" class="anchor"></a><code><span>| </span><span><span class="constructor">Unary</span></span></code></li><li id="type-df_typ.Idf" class="def variant constructor anchored"><a href="#type-df_typ.Idf" class="anchor"></a><code><span>| </span><span><span class="constructor">Idf</span></span></code></li><li id="type-df_typ.Idf_Smooth" class="def variant constructor anchored"><a href="#type-df_typ.Idf_Smooth" class="anchor"></a><code><span>| </span><span><span class="constructor">Idf_Smooth</span></span></code><div class="def-doc"><span class="comment-delim">(*</span><p>Type of inverse document frequency.</p><span class="comment-delim">*)</span></div></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>Type of a TFIDF model</p></div></div><h6 id="query-model"><a href="#query-model" class="anchor"></a>Query model</h6><div class="odoc-spec"><div class="spec value anchored" id="val-length"><a href="#val-length" class="anchor"></a><code><span><span class="keyword">val</span> length : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Size of Tfidf model, i.e. number of documents contained.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-term_freq"><a href="#val-term_freq" class="anchor"></a><code><span><span class="keyword">val</span> term_freq : <span><a href="#type-tf_typ">tf_typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>term_freq term_count num_words</code> calculates the term frequency weight.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-doc_freq"><a href="#val-doc_freq" class="anchor"></a><code><span><span class="keyword">val</span> doc_freq : <span><a href="#type-df_typ">df_typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>doc_freq doc_count num_docs</code> calculates the document frequency weight.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_uri"><a href="#val-get_uri" class="anchor"></a><code><span><span class="keyword">val</span> get_uri : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Return the path of the TFIDF model.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_corpus"><a href="#val-get_corpus" class="anchor"></a><code><span><span class="keyword">val</span> get_corpus : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_nlp_corpus/index.html#type-t">Owl_nlp_corpus.t</a></span></code></div><div class="spec-doc"><p>Return the corpus contained in TFIDF model</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vocab_len"><a href="#val-vocab_len" class="anchor"></a><code><span><span class="keyword">val</span> vocab_len : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the size of the vocabulary contained in the TFIDF model.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_handle"><a href="#val-get_handle" class="anchor"></a><code><span><span class="keyword">val</span> get_handle : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="xref-unresolved">Stdlib</span>.in_channel</span></code></div><div class="spec-doc"><p>Get the file handle associated with TFIDF model.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-doc_count_of"><a href="#val-doc_count_of" class="anchor"></a><code><span><span class="keyword">val</span> doc_count_of : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>doc_count_of tfidf w</code> calculate document frequency for a given word <code>w</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-doc_count"><a href="#val-doc_count" class="anchor"></a><code><span><span class="keyword">val</span> doc_count : <span><a href="../Owl_nlp_vocabulary/index.html#type-t">Owl_nlp_vocabulary.t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> <span>float array</span> * int</span></code></div><div class="spec-doc"><p><code>doc_count vocab fname</code> count occurrency in all documents contained in the raw text corpus of file <code>fname</code>, for all words</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-term_count"><a href="#val-term_count" class="anchor"></a><code><span><span class="keyword">val</span> term_count : <span><span><span>(<span class="type-var">'a</span>, float)</span> <span class="xref-unresolved">Stdlib</span>.Hashtbl.t</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p><code>term_count count doc</code> counts the term occurrency in a document, and saves the result in count hashtbl.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-density"><a href="#val-density" class="anchor"></a><code><span><span class="keyword">val</span> density : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>Return the percentage of non-zero elements in doc-term matrix.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-doc_to_vec"><a href="#val-doc_to_vec" class="anchor"></a><code><span><span class="keyword">val</span> doc_to_vec : 
   <span><span><span>(float, <span class="type-var">'a</span>)</span> <span class="xref-unresolved">Stdlib</span>.Bigarray.kind</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(int * float)</span> array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_nlp_utils/index.html b/docs/owl/Owl_nlp_utils/index.html
index 581756514..73024f468 100644
--- a/docs/owl/Owl_nlp_utils/index.html
+++ b/docs/owl/Owl_nlp_utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_utils (owl.Owl_nlp_utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_utils</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-regexp_split"><a href="#val-regexp_split" class="anchor"></a><code><span><span class="keyword">val</span> regexp_split : <span class="xref-unresolved">Str</span>.regexp</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_allocate_space"><a href="#val-_allocate_space" class="anchor"></a><code><span><span class="keyword">val</span> _allocate_space : <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_from_file"><a href="#val-load_from_file" class="anchor"></a><code><span><span class="keyword">val</span> load_from_file : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_utils (owl.Owl_nlp_utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_utils</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-regexp_split"><a href="#val-regexp_split" class="anchor"></a><code><span><span class="keyword">val</span> regexp_split : <span class="xref-unresolved">Str</span>.regexp</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_allocate_space"><a href="#val-_allocate_space" class="anchor"></a><code><span><span class="keyword">val</span> _allocate_space : <span><span><span><span class="type-var">'a</span> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span class="type-var">'a</span> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_from_file"><a href="#val-load_from_file" class="anchor"></a><code><span><span class="keyword">val</span> load_from_file : 
   <span><span class="optlabel">?stopwords</span>:<span><span>(string, <span class="type-var">'a</span>)</span> <span class="xref-unresolved">Stdlib</span>.Hashtbl.t</span> <span class="arrow">&#45;&gt;</span></span>
   <span>string <span class="arrow">&#45;&gt;</span></span>
   <span><span>string array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-load_from_string"><a href="#val-load_from_string" class="anchor"></a><code><span><span class="keyword">val</span> load_from_string : 
diff --git a/docs/owl/Owl_nlp_vocabulary/index.html b/docs/owl/Owl_nlp_vocabulary/index.html
index 0ec8e9fd8..1748e2a89 100644
--- a/docs/owl/Owl_nlp_vocabulary/index.html
+++ b/docs/owl/Owl_nlp_vocabulary/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_vocabulary (owl.Owl_nlp_vocabulary)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_vocabulary</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_vocabulary</span></code></h1><p>NLP: Vocabulary module</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#query-vocabulary">Query vocabulary</a></li><li><a href="#obtain-properties">Obtain properties</a></li><li><a href="#core-functions">Core functions</a></li><li><a href="#i/o-functions">I/O functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>Type of vocabulary (or dictionary).</p></div></div><h6 id="query-vocabulary"><a href="#query-vocabulary" class="anchor"></a>Query vocabulary</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get_w2i"><a href="#val-get_w2i" class="anchor"></a><code><span><span class="keyword">val</span> get_w2i : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(string, int)</span> <span class="xref-unresolved">Stdlib</span>.Hashtbl.t</span></span></code></div><div class="spec-doc"><p><code>get_w2i v</code> returns word -&gt; index mapping of <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_i2w"><a href="#val-get_i2w" class="anchor"></a><code><span><span class="keyword">val</span> get_i2w : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(int, string)</span> <span class="xref-unresolved">Stdlib</span>.Hashtbl.t</span></span></code></div><div class="spec-doc"><p><code>get_i2w v</code> returns index -&gt; word mapping of <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exits_w"><a href="#val-exits_w" class="anchor"></a><code><span><span class="keyword">val</span> exits_w : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>exits_w v w</code> returns <code>true</code> if word <code>w</code> exists in the vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exits_i"><a href="#val-exits_i" class="anchor"></a><code><span><span class="keyword">val</span> exits_i : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>exits_i i w</code> returns <code>true</code> if index <code>i</code> exists in the vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-word2index"><a href="#val-word2index" class="anchor"></a><code><span><span class="keyword">val</span> word2index : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>word2index v w</code> converts word <code>w</code> to its index using vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index2word"><a href="#val-index2word" class="anchor"></a><code><span><span class="keyword">val</span> index2word : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>index2word v i</code> converts index <code>i</code> to its corresponding word using vocabulary <code>v</code>.</p></div></div><h6 id="obtain-properties"><a href="#obtain-properties" class="anchor"></a>Obtain properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-length"><a href="#val-length" class="anchor"></a><code><span><span class="keyword">val</span> length : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>length v</code> returns the size of vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-freq_i"><a href="#val-freq_i" class="anchor"></a><code><span><span class="keyword">val</span> freq_i : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>freq_i v i</code> returns the frequency of word of index <code>i</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-freq_w"><a href="#val-freq_w" class="anchor"></a><code><span><span class="keyword">val</span> freq_w : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>freq_w v w</code> returns the frequency of word <code>w</code> in the vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_freq"><a href="#val-sort_freq" class="anchor"></a><code><span><span class="keyword">val</span> sort_freq : <span><span class="optlabel">?inc</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(int * int)</span> array</span></span></code></div><div class="spec-doc"><p><code>sort_freq v</code> returns the vocabulary as a <code>(index, freq) array</code> in increasing or decreasing frequency specified by parameter <code>inc</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(string * int)</span> array</span></span></code></div><div class="spec-doc"><p><code>top v k</code> returns the top <code>k</code> words in vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(string * int)</span> array</span></span></code></div><div class="spec-doc"><p><code>bottom v k</code> returns the bottom <code>k</code> words in vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-re_index"><a href="#val-re_index" class="anchor"></a><code><span><span class="keyword">val</span> re_index : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>re_index v</code> re-indexes the indices of words in vocabulary <code>v</code>.</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-build"><a href="#val-build" class="anchor"></a><code><span><span class="keyword">val</span> build : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_nlp_vocabulary (owl.Owl_nlp_vocabulary)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_nlp_vocabulary</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_nlp_vocabulary</span></code></h1><p>NLP: Vocabulary module</p></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#query-vocabulary">Query vocabulary</a></li><li><a href="#obtain-properties">Obtain properties</a></li><li><a href="#core-functions">Core functions</a></li><li><a href="#i/o-functions">I/O functions</a></li></ul></nav><div class="odoc-content"><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span></code></div><div class="spec-doc"><p>Type of vocabulary (or dictionary).</p></div></div><h6 id="query-vocabulary"><a href="#query-vocabulary" class="anchor"></a>Query vocabulary</h6><div class="odoc-spec"><div class="spec value anchored" id="val-get_w2i"><a href="#val-get_w2i" class="anchor"></a><code><span><span class="keyword">val</span> get_w2i : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(string, int)</span> <span class="xref-unresolved">Stdlib</span>.Hashtbl.t</span></span></code></div><div class="spec-doc"><p><code>get_w2i v</code> returns word -&gt; index mapping of <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_i2w"><a href="#val-get_i2w" class="anchor"></a><code><span><span class="keyword">val</span> get_i2w : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(int, string)</span> <span class="xref-unresolved">Stdlib</span>.Hashtbl.t</span></span></code></div><div class="spec-doc"><p><code>get_i2w v</code> returns index -&gt; word mapping of <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exits_w"><a href="#val-exits_w" class="anchor"></a><code><span><span class="keyword">val</span> exits_w : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>exits_w v w</code> returns <code>true</code> if word <code>w</code> exists in the vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exits_i"><a href="#val-exits_i" class="anchor"></a><code><span><span class="keyword">val</span> exits_i : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p><code>exits_i i w</code> returns <code>true</code> if index <code>i</code> exists in the vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-word2index"><a href="#val-word2index" class="anchor"></a><code><span><span class="keyword">val</span> word2index : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>word2index v w</code> converts word <code>w</code> to its index using vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-index2word"><a href="#val-index2word" class="anchor"></a><code><span><span class="keyword">val</span> index2word : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p><code>index2word v i</code> converts index <code>i</code> to its corresponding word using vocabulary <code>v</code>.</p></div></div><h6 id="obtain-properties"><a href="#obtain-properties" class="anchor"></a>Obtain properties</h6><div class="odoc-spec"><div class="spec value anchored" id="val-length"><a href="#val-length" class="anchor"></a><code><span><span class="keyword">val</span> length : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>length v</code> returns the size of vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-freq_i"><a href="#val-freq_i" class="anchor"></a><code><span><span class="keyword">val</span> freq_i : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>freq_i v i</code> returns the frequency of word of index <code>i</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-freq_w"><a href="#val-freq_w" class="anchor"></a><code><span><span class="keyword">val</span> freq_w : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>string <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>freq_w v w</code> returns the frequency of word <code>w</code> in the vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sort_freq"><a href="#val-sort_freq" class="anchor"></a><code><span><span class="keyword">val</span> sort_freq : <span><span class="optlabel">?inc</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(int * int)</span> array</span></span></code></div><div class="spec-doc"><p><code>sort_freq v</code> returns the vocabulary as a <code>(index, freq) array</code> in increasing or decreasing frequency specified by parameter <code>inc</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-top"><a href="#val-top" class="anchor"></a><code><span><span class="keyword">val</span> top : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(string * int)</span> array</span></span></code></div><div class="spec-doc"><p><code>top v k</code> returns the top <code>k</code> words in vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bottom"><a href="#val-bottom" class="anchor"></a><code><span><span class="keyword">val</span> bottom : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(string * int)</span> array</span></span></code></div><div class="spec-doc"><p><code>bottom v k</code> returns the bottom <code>k</code> words in vocabulary <code>v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-re_index"><a href="#val-re_index" class="anchor"></a><code><span><span class="keyword">val</span> re_index : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>re_index v</code> re-indexes the indices of words in vocabulary <code>v</code>.</p></div></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-build"><a href="#val-build" class="anchor"></a><code><span><span class="keyword">val</span> build : 
   <span><span class="optlabel">?lo</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?hi</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?alphabet</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/A/Linalg/index.html b/docs/owl/Owl_optimise/D/Algodiff/A/Linalg/index.html
index b0392c670..f8bccac47 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/A/Linalg/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.D.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.D.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/A/Mat/index.html b/docs/owl/Owl_optimise/D/Algodiff/A/Mat/index.html
index 8d2e521a4..df4c227b3 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/A/Mat/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.D.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.D.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/A/Scalar/index.html b/docs/owl/Owl_optimise/D/Algodiff/A/Scalar/index.html
index 78df75da0..36d0d409f 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/A/Scalar/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_optimise.D.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_optimise.D.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/A/index.html b/docs/owl/Owl_optimise/D/Algodiff/A/index.html
index b6ae01f20..f36d2c8a9 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/A/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_optimise.D.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-arr">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D).A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-elt">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D).A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_optimise.D.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-arr">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D).A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-elt">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D).A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/Arr/index.html b/docs/owl/Owl_optimise/D/Algodiff/Arr/index.html
index d99bf9147..dfc8d11c2 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/Arr/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_optimise.D.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_optimise.D.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/Builder/index.html b/docs/owl/Owl_optimise/D/Algodiff/Builder/index.html
index 92fd555d6..15f11ac43 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/Builder/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_optimise.D.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_optimise.D.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Aiso/index.html
index 7a15c784a..db7b8f8dd 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_optimise.D.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_optimise.D.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Piso/index.html b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Piso/index.html
index 0a8ac6727..00e105882 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_optimise.D.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_optimise.D.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Siao/index.html b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Siao/index.html
index aa33beef7..79726074e 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_optimise.D.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_optimise.D.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Sipo/index.html
index ff2844ba9..36c3b9245 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_optimise.D.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_optimise.D.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Siso/index.html b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Siso/index.html
index 890ce4563..d10050125 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_optimise.D.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_optimise.D.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Sito/index.html b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Sito/index.html
index b93254214..4fe917a83 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_optimise.D.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_optimise.D.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/Linalg/index.html b/docs/owl/Owl_optimise/D/Algodiff/Linalg/index.html
index 88e476bf7..64c6c26fb 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/Linalg/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.D.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.D.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/Mat/index.html b/docs/owl/Owl_optimise/D/Algodiff/Mat/index.html
index a56f0e788..755c87d5e 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/Mat/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.D.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.D.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/Maths/index.html b/docs/owl/Owl_optimise/D/Algodiff/Maths/index.html
index 4b690f2c6..45697f1a0 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/Maths/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_optimise.D.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_optimise.D.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/NN/index.html b/docs/owl/Owl_optimise/D/Algodiff/NN/index.html
index 8c8bde1f4..e78a075bb 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/NN/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_optimise.D.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_optimise.D.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/D/Algodiff/index.html b/docs/owl/Owl_optimise/D/Algodiff/index.html
index 21d22eed9..9c7bb0edd 100644
--- a/docs/owl/Owl_optimise/D/Algodiff/index.html
+++ b/docs/owl/Owl_optimise/D/Algodiff/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_optimise.D.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>D.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D).t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_optimise.D.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>D.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D).t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Batch/index.html b/docs/owl/Owl_optimise/D/Batch/index.html
index e201ae713..1047dc256 100644
--- a/docs/owl/Owl_optimise/D/Batch/index.html
+++ b/docs/owl/Owl_optimise/D/Batch/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_optimise.D.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>D.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_optimise.D.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>D.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Batch/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Batch.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Checkpoint/index.html b/docs/owl/Owl_optimise/D/Checkpoint/index.html
index 516079e28..d41c98c4c 100644
--- a/docs/owl/Owl_optimise/D/Checkpoint/index.html
+++ b/docs/owl/Owl_optimise/D/Checkpoint/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_optimise.D.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>D.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_optimise.D.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>D.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-state">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Checkpoint.state</a></span><span> =
   </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Checkpoint.typ</a></span><span> =
diff --git a/docs/owl/Owl_optimise/D/Clipping/index.html b/docs/owl/Owl_optimise/D/Clipping/index.html
index b242e6c88..514926d3a 100644
--- a/docs/owl/Owl_optimise/D/Clipping/index.html
+++ b/docs/owl/Owl_optimise/D/Clipping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_optimise.D.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>D.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_optimise.D.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>D.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Clipping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Clipping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Gradient/index.html b/docs/owl/Owl_optimise/D/Gradient/index.html
index 3e4c7acd4..78fa1ee7d 100644
--- a/docs/owl/Owl_optimise/D/Gradient/index.html
+++ b/docs/owl/Owl_optimise/D/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_optimise.D.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>D.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_optimise.D.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>D.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Gradient/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Gradient.typ</a></span><span> =
   </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/D/Learning_Rate/index.html b/docs/owl/Owl_optimise/D/Learning_Rate/index.html
index 245e37786..da9c4452d 100644
--- a/docs/owl/Owl_optimise/D/Learning_Rate/index.html
+++ b/docs/owl/Owl_optimise/D/Learning_Rate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_optimise.D.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>D.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_optimise.D.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>D.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Learning_Rate/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Learning_Rate.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Loss/index.html b/docs/owl/Owl_optimise/D/Loss/index.html
index c85f002c3..d570b2cc8 100644
--- a/docs/owl/Owl_optimise/D/Loss/index.html
+++ b/docs/owl/Owl_optimise/D/Loss/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_optimise.D.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>D.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_optimise.D.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>D.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Loss/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Loss.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Momentum/index.html b/docs/owl/Owl_optimise/D/Momentum/index.html
index 8fe79e3ef..b34fd92c5 100644
--- a/docs/owl/Owl_optimise/D/Momentum/index.html
+++ b/docs/owl/Owl_optimise/D/Momentum/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_optimise.D.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>D.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_optimise.D.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>D.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Momentum/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Momentum.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Params/index.html b/docs/owl/Owl_optimise/D/Params/index.html
index eccf9da7f..72d80235e 100644
--- a/docs/owl/Owl_optimise/D/Params/index.html
+++ b/docs/owl/Owl_optimise/D/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_optimise.D.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>D.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_optimise.D.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>D.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Params/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Params.typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/D/Regularisation/index.html b/docs/owl/Owl_optimise/D/Regularisation/index.html
index 20103d017..5783c509f 100644
--- a/docs/owl/Owl_optimise/D/Regularisation/index.html
+++ b/docs/owl/Owl_optimise/D/Regularisation/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_optimise.D.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>D.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_optimise.D.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>D.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Regularisation/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Regularisation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Stopping/index.html b/docs/owl/Owl_optimise/D/Stopping/index.html
index d719dd4dd..4a3c669f4 100644
--- a/docs/owl/Owl_optimise/D/Stopping/index.html
+++ b/docs/owl/Owl_optimise/D/Stopping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_optimise.D.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>D.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_optimise.D.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>D.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Stopping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Stopping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/D/Utils/index.html b/docs/owl/Owl_optimise/D/Utils/index.html
index 0eb4ae4c6..67265d4c4 100644
--- a/docs/owl/Owl_optimise/D/Utils/index.html
+++ b/docs/owl/Owl_optimise/D/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_optimise.D.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>D.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_optimise.D.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>D.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/D/index.html b/docs/owl/Owl_optimise/D/index.html
index 2d7b37ec8..543d74858 100644
--- a/docs/owl/Owl_optimise/D/index.html
+++ b/docs/owl/Owl_optimise/D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_optimise.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_optimise</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise.D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_optimise.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_optimise</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise.D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Linalg/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Linalg/index.html
index 3d2c488f1..df96b8bd1 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Linalg/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.Make_Embedded.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.Make_Embedded.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Mat/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Mat/index.html
index 1a69db472..5beef64a9 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Mat/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.Make_Embedded.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.Make_Embedded.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Scalar/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Scalar/index.html
index e2c19abd4..1d9dca9e2 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Scalar/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_optimise.Make_Embedded.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_optimise.Make_Embedded.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/index.html
index 19eea7dcf..cbd82082d 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_optimise.Make_Embedded.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-arr">Owl_algodiff_generic.Make(A).A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-elt">Owl_algodiff_generic.Make(A).A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_optimise.Make_Embedded.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-arr">Owl_algodiff_generic.Make(A).A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-elt">Owl_algodiff_generic.Make(A).A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Arr/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Arr/index.html
index 75ca886c0..60fe9dae2 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Arr/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_optimise.Make_Embedded.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_optimise.Make_Embedded.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/index.html
index 00f37c837..cbab1029f 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_optimise.Make_Embedded.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_optimise.Make_Embedded.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Aiso/index.html
index 25c9acb82..f8555d7b6 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Piso/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Piso/index.html
index 6471ff471..ee2d6c528 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Siao/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Siao/index.html
index 94cd79fd0..2db8ff7d6 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Sipo/index.html
index 4d5756e6d..f4193254f 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Siso/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Siso/index.html
index da1edd017..0284bc1bc 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Sito/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Sito/index.html
index 8057c9f41..9009cf6a4 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_optimise.Make_Embedded.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Linalg/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Linalg/index.html
index 177003ba7..45ae54243 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Linalg/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.Make_Embedded.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.Make_Embedded.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Mat/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Mat/index.html
index f33aaf306..3f2918994 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Mat/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.Make_Embedded.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.Make_Embedded.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Maths/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Maths/index.html
index 99e452423..83a26d82c 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Maths/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_optimise.Make_Embedded.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_optimise.Make_Embedded.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/NN/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/NN/index.html
index 8ecc5266a..e5f8bad2a 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/NN/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_optimise.Make_Embedded.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_optimise.Make_Embedded.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/index.html b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/index.html
index 0b646e1f9..e25bfc965 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Algodiff/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Algodiff/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_optimise.Make_Embedded.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_algodiff_generic.Make(A).t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_optimise.Make_Embedded.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_algodiff_generic.Make(A).t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Batch/index.html b/docs/owl/Owl_optimise/Make_Embedded/Batch/index.html
index 7f18d5003..e12f2bd36 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Batch/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_optimise.Make_Embedded.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Batch/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Batch.typ</a></span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_optimise.Make_Embedded.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Batch/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Batch.typ</a></span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Checkpoint/index.html b/docs/owl/Owl_optimise/Make_Embedded/Checkpoint/index.html
index 819e560f4..2731c5365 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Checkpoint/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Checkpoint/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_optimise.Make_Embedded.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_optimise.Make_Embedded.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-state">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Checkpoint.state</a></span><span> =
   </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Checkpoint.typ</a></span><span> =
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Clipping/index.html b/docs/owl/Owl_optimise/Make_Embedded/Clipping/index.html
index 21f537fd0..21fb69ed7 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Clipping/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Clipping/index.html
@@ -1,3 +1,3 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_optimise.Make_Embedded.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Clipping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Clipping.typ</a></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_optimise.Make_Embedded.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Clipping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Clipping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Gradient/index.html b/docs/owl/Owl_optimise/Make_Embedded/Gradient/index.html
index 18ec15b00..d33cddb6f 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Gradient/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_optimise.Make_Embedded.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Gradient/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Gradient.typ</a></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_optimise.Make_Embedded.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Gradient/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Gradient.typ</a></span><span> =
   </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Learning_Rate/index.html b/docs/owl/Owl_optimise/Make_Embedded/Learning_Rate/index.html
index 958e6b88a..954ae3bb2 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Learning_Rate/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Learning_Rate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_optimise.Make_Embedded.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_optimise.Make_Embedded.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Learning_Rate/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Learning_Rate.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Loss/index.html b/docs/owl/Owl_optimise/Make_Embedded/Loss/index.html
index a958ac335..88da2d8eb 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Loss/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_optimise.Make_Embedded.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Loss/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Loss.typ</a></span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_optimise.Make_Embedded.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Loss/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Loss.typ</a></span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Momentum/index.html b/docs/owl/Owl_optimise/Make_Embedded/Momentum/index.html
index 96274e882..9c412aac4 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Momentum/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Momentum/index.html
@@ -1,3 +1,3 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_optimise.Make_Embedded.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Momentum/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Momentum.typ</a></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_optimise.Make_Embedded.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Momentum/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Momentum.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Params/index.html b/docs/owl/Owl_optimise/Make_Embedded/Params/index.html
index f79de958b..90a507e22 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Params/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_optimise.Make_Embedded.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Params/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Params.typ</a></span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_optimise.Make_Embedded.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Params/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Params.typ</a></span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Regularisation/index.html b/docs/owl/Owl_optimise/Make_Embedded/Regularisation/index.html
index efc849e3c..1d21fa41f 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Regularisation/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Regularisation/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_optimise.Make_Embedded.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_optimise.Make_Embedded.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Regularisation/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Regularisation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Stopping/index.html b/docs/owl/Owl_optimise/Make_Embedded/Stopping/index.html
index 7037d6bed..1554e0a8d 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Stopping/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Stopping/index.html
@@ -1,3 +1,3 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_optimise.Make_Embedded.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Stopping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Stopping.typ</a></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_optimise.Make_Embedded.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../owl-base/Owl_optimise_generic/Make/Stopping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Stopping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/Utils/index.html b/docs/owl/Owl_optimise/Make_Embedded/Utils/index.html
index f620a2340..500de18d9 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/Utils/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_optimise.Make_Embedded.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_optimise.Make_Embedded.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Linalg/index.html b/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Linalg/index.html
index d20e1771a..f18a597fe 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Linalg/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.Make_Embedded.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.Make_Embedded.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Mat/index.html b/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Mat/index.html
index 02aa2bf9e..d29a57693 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Mat/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.Make_Embedded.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.Make_Embedded.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Scalar/index.html b/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Scalar/index.html
index 73d2d74fb..be2d59afd 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Scalar/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_optimise.Make_Embedded.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_optimise.Make_Embedded.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/index.html b/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/index.html
index d9611944f..9e8dd6fd0 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_optimise.Make_Embedded.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Embedded.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_optimise.Make_Embedded.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Embedded.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/Make_Embedded/index.html b/docs/owl/Owl_optimise/Make_Embedded/index.html
index bf97624e3..6da8a2f22 100644
--- a/docs/owl/Owl_optimise/Make_Embedded/index.html
+++ b/docs/owl/Owl_optimise/Make_Embedded/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Embedded (owl.Owl_optimise.Make_Embedded)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_optimise</a> &#x00BB; Make_Embedded</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise.Make_Embedded</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Embedded (owl.Owl_optimise.Make_Embedded)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_optimise</a> &#x00BB; Make_Embedded</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise.Make_Embedded</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/A/Linalg/index.html b/docs/owl/Owl_optimise/S/Algodiff/A/Linalg/index.html
index 6e4cb815e..fefa90b80 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/A/Linalg/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.S.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.S.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/A/Mat/index.html b/docs/owl/Owl_optimise/S/Algodiff/A/Mat/index.html
index c5d1195f0..eb171bc06 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/A/Mat/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.S.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.S.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/A/Scalar/index.html b/docs/owl/Owl_optimise/S/Algodiff/A/Scalar/index.html
index f95d82324..640ed371d 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/A/Scalar/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_optimise.S.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_optimise.S.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/A/index.html b/docs/owl/Owl_optimise/S/Algodiff/A/index.html
index eff271127..7a62d29df 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/A/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_optimise.S.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-arr">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S).A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-elt">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S).A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_optimise.S.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-arr">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S).A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-elt">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S).A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/Arr/index.html b/docs/owl/Owl_optimise/S/Algodiff/Arr/index.html
index ab3d41f67..398e262e4 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/Arr/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_optimise.S.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_optimise.S.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/Builder/index.html b/docs/owl/Owl_optimise/S/Algodiff/Builder/index.html
index 565c54821..145756e60 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/Builder/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_optimise.S.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_optimise.S.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Aiso/index.html
index fb11cdb5c..2e813038c 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_optimise.S.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_optimise.S.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Piso/index.html b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Piso/index.html
index 5cd846b36..61f630a5f 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_optimise.S.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_optimise.S.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Siao/index.html b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Siao/index.html
index 53ce5ff0e..5f7a90f9b 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_optimise.S.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_optimise.S.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Sipo/index.html
index c1205ec69..a6192efea 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_optimise.S.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_optimise.S.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Siso/index.html b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Siso/index.html
index d75a92698..2ce154548 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_optimise.S.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_optimise.S.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Sito/index.html b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Sito/index.html
index d631cfdc1..f35373154 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_optimise.S.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_optimise.S.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/Linalg/index.html b/docs/owl/Owl_optimise/S/Algodiff/Linalg/index.html
index 3543c8c10..8f3efb2d0 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/Linalg/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.S.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_optimise.S.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/Mat/index.html b/docs/owl/Owl_optimise/S/Algodiff/Mat/index.html
index a1a7218c7..64eab1bb9 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/Mat/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.S.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_optimise.S.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/Maths/index.html b/docs/owl/Owl_optimise/S/Algodiff/Maths/index.html
index 492db2cce..5c9e19112 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/Maths/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_optimise.S.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_optimise.S.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/NN/index.html b/docs/owl/Owl_optimise/S/Algodiff/NN/index.html
index dd053fa01..c9306a8a1 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/NN/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_optimise.S.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_optimise.S.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_optimise</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/S/Algodiff/index.html b/docs/owl/Owl_optimise/S/Algodiff/index.html
index 71443bbf3..e107435b1 100644
--- a/docs/owl/Owl_optimise/S/Algodiff/index.html
+++ b/docs/owl/Owl_optimise/S/Algodiff/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_optimise.S.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>S.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S).t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_optimise.S.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>S.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S).t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Batch/index.html b/docs/owl/Owl_optimise/S/Batch/index.html
index deeceb8ed..ca2dec080 100644
--- a/docs/owl/Owl_optimise/S/Batch/index.html
+++ b/docs/owl/Owl_optimise/S/Batch/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_optimise.S.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>S.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_optimise.S.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>S.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Batch/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Batch.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Checkpoint/index.html b/docs/owl/Owl_optimise/S/Checkpoint/index.html
index a5d2918a2..c7116594a 100644
--- a/docs/owl/Owl_optimise/S/Checkpoint/index.html
+++ b/docs/owl/Owl_optimise/S/Checkpoint/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_optimise.S.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>S.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_optimise.S.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>S.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-state">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Checkpoint.state</a></span><span> =
   </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Checkpoint.typ</a></span><span> =
diff --git a/docs/owl/Owl_optimise/S/Clipping/index.html b/docs/owl/Owl_optimise/S/Clipping/index.html
index 1f7446be7..2124c4713 100644
--- a/docs/owl/Owl_optimise/S/Clipping/index.html
+++ b/docs/owl/Owl_optimise/S/Clipping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_optimise.S.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>S.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_optimise.S.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>S.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Clipping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Clipping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Gradient/index.html b/docs/owl/Owl_optimise/S/Gradient/index.html
index 12bc1c0b5..faa7b8335 100644
--- a/docs/owl/Owl_optimise/S/Gradient/index.html
+++ b/docs/owl/Owl_optimise/S/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_optimise.S.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>S.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_optimise.S.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>S.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Gradient/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Gradient.typ</a></span><span> =
   </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/S/Learning_Rate/index.html b/docs/owl/Owl_optimise/S/Learning_Rate/index.html
index 2deb4b8b1..0b24fd75a 100644
--- a/docs/owl/Owl_optimise/S/Learning_Rate/index.html
+++ b/docs/owl/Owl_optimise/S/Learning_Rate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_optimise.S.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>S.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_optimise.S.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>S.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Learning_Rate/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Learning_Rate.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Loss/index.html b/docs/owl/Owl_optimise/S/Loss/index.html
index 90f10505a..9f9ae863e 100644
--- a/docs/owl/Owl_optimise/S/Loss/index.html
+++ b/docs/owl/Owl_optimise/S/Loss/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_optimise.S.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>S.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_optimise.S.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>S.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Loss/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Loss.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Momentum/index.html b/docs/owl/Owl_optimise/S/Momentum/index.html
index 2b0438a7c..4db83e150 100644
--- a/docs/owl/Owl_optimise/S/Momentum/index.html
+++ b/docs/owl/Owl_optimise/S/Momentum/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_optimise.S.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>S.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_optimise.S.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>S.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Momentum/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Momentum.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Params/index.html b/docs/owl/Owl_optimise/S/Params/index.html
index e09b9e167..e10acfae3 100644
--- a/docs/owl/Owl_optimise/S/Params/index.html
+++ b/docs/owl/Owl_optimise/S/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_optimise.S.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>S.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_optimise.S.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>S.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Params/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Params.typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/S/Regularisation/index.html b/docs/owl/Owl_optimise/S/Regularisation/index.html
index f90bd03b1..9258fb6b8 100644
--- a/docs/owl/Owl_optimise/S/Regularisation/index.html
+++ b/docs/owl/Owl_optimise/S/Regularisation/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_optimise.S.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>S.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_optimise.S.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>S.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Regularisation/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Regularisation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Stopping/index.html b/docs/owl/Owl_optimise/S/Stopping/index.html
index d84e26aea..8e6986315 100644
--- a/docs/owl/Owl_optimise/S/Stopping/index.html
+++ b/docs/owl/Owl_optimise/S/Stopping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_optimise.S.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>S.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_optimise.S.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>S.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../owl-base/Owl_optimise_generic/Make/Stopping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Stopping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_optimise/S/Utils/index.html b/docs/owl/Owl_optimise/S/Utils/index.html
index 8ccc9091f..a44d25bd1 100644
--- a/docs/owl/Owl_optimise/S/Utils/index.html
+++ b/docs/owl/Owl_optimise/S/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_optimise.S.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>S.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_optimise.S.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_optimise</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>S.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/S/index.html b/docs/owl/Owl_optimise/S/index.html
index 9ec305d96..125ef0e0b 100644
--- a/docs/owl/Owl_optimise/S/index.html
+++ b/docs/owl/Owl_optimise/S/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_optimise.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_optimise</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise.S</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_optimise.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_optimise</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise.S</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_optimise/index.html b/docs/owl/Owl_optimise/index.html
index 6326998dc..0de295fe7 100644
--- a/docs/owl/Owl_optimise/index.html
+++ b/docs/owl/Owl_optimise/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_optimise (owl.Owl_optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Embedded"><a href="#module-Make_Embedded" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Embedded/index.html">Make_Embedded</a></span><span> (<a href="Make_Embedded/argument-1-A/index.html">A</a> : <a href="../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_optimise (owl.Owl_optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Embedded"><a href="#module-Make_Embedded" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Embedded/index.html">Make_Embedded</a></span><span> (<a href="Make_Embedded/argument-1-A/index.html">A</a> : <a href="../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Linalg/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Linalg/index.html
index 3a21d78f0..e51d2221d 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.D.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.D.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Mat/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Mat/index.html
index 75014b509..d8585daad 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.D.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.D.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Scalar/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Scalar/index.html
index 509bc82d6..13311dabd 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression.D.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression.D.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/A/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/A/index.html
index 5fb711522..7d9703154 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/A/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression.D.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression.D.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <a href="../../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-arr">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Algodiff.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> =
   <a href="../../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-elt">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Algodiff.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/Arr/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/Arr/index.html
index 50878a69f..55569323b 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/Arr/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_regression.D.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_regression.D.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/index.html
index 5770019ec..3b7b598d7 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_regression.D.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_regression.D.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index ab33ac085..56ebaa4c6 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_regression.D.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_regression.D.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Piso/index.html
index 601748432..a0e6459b3 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_regression.D.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_regression.D.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Siao/index.html
index c5ec1f16f..69e16a6da 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_regression.D.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_regression.D.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index 6c1fa5595..6feffcb67 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_regression.D.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_regression.D.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Siso/index.html
index 590a60dd5..5f2970069 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_regression.D.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_regression.D.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Sito/index.html
index 738ae7a29..d144bec0c 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_regression.D.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_regression.D.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">D</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/Linalg/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/Linalg/index.html
index 48134a25e..5b6252d5a 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.D.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.D.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/Mat/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/Mat/index.html
index 68e07f0cd..e2202dcf1 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.D.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.D.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/Maths/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/Maths/index.html
index 7dcb0ac81..921cda422 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_regression.D.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_regression.D.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/NN/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/NN/index.html
index 5ca093697..8e3723bb7 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/NN/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_regression.D.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_regression.D.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">D</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/D/Optimise/Algodiff/index.html b/docs/owl/Owl_regression/D/Optimise/Algodiff/index.html
index c7d1975c1..698278102 100644
--- a/docs/owl/Owl_regression/D/Optimise/Algodiff/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Algodiff/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_regression.D.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_regression.D.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> =
   <a href="../../../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Algodiff.t</a></span><span> =
   </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Batch/index.html b/docs/owl/Owl_regression/D/Optimise/Batch/index.html
index a1e4ea92d..4fb89056e 100644
--- a/docs/owl/Owl_regression/D/Optimise/Batch/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Batch/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_regression.D.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_regression.D.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Batch/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Batch.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Checkpoint/index.html b/docs/owl/Owl_regression/D/Optimise/Checkpoint/index.html
index 27937e4d9..0e6fc7cf9 100644
--- a/docs/owl/Owl_regression/D/Optimise/Checkpoint/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Checkpoint/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_regression.D.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_regression.D.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-state">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Checkpoint.state</a></span><span> =
   </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Checkpoint.typ</a></span><span> =
diff --git a/docs/owl/Owl_regression/D/Optimise/Clipping/index.html b/docs/owl/Owl_regression/D/Optimise/Clipping/index.html
index 3947791f2..325f31d61 100644
--- a/docs/owl/Owl_regression/D/Optimise/Clipping/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Clipping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_regression.D.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_regression.D.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Clipping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Clipping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Gradient/index.html b/docs/owl/Owl_regression/D/Optimise/Gradient/index.html
index 0c8a0e0f8..192b7e45f 100644
--- a/docs/owl/Owl_regression/D/Optimise/Gradient/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_regression.D.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_regression.D.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Gradient/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Gradient.typ</a></span><span> =
   </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/D/Optimise/Learning_Rate/index.html b/docs/owl/Owl_regression/D/Optimise/Learning_Rate/index.html
index 804f6535f..e7320c970 100644
--- a/docs/owl/Owl_regression/D/Optimise/Learning_Rate/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Learning_Rate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_regression.D.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_regression.D.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Learning_Rate/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Learning_Rate.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Loss/index.html b/docs/owl/Owl_regression/D/Optimise/Loss/index.html
index b60b5ba4b..55546c670 100644
--- a/docs/owl/Owl_regression/D/Optimise/Loss/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Loss/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_regression.D.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_regression.D.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Loss/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Loss.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Momentum/index.html b/docs/owl/Owl_regression/D/Optimise/Momentum/index.html
index 7159af8ef..b25c8afab 100644
--- a/docs/owl/Owl_regression/D/Optimise/Momentum/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Momentum/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_regression.D.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_regression.D.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Momentum/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Momentum.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Params/index.html b/docs/owl/Owl_regression/D/Optimise/Params/index.html
index 1045505ba..89e7a1127 100644
--- a/docs/owl/Owl_regression/D/Optimise/Params/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_regression.D.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_regression.D.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Params/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Params.typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/D/Optimise/Regularisation/index.html b/docs/owl/Owl_regression/D/Optimise/Regularisation/index.html
index efa658cea..1ea29e057 100644
--- a/docs/owl/Owl_regression/D/Optimise/Regularisation/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Regularisation/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_regression.D.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_regression.D.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Regularisation/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Regularisation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Stopping/index.html b/docs/owl/Owl_regression/D/Optimise/Stopping/index.html
index a60738ae4..5551654b5 100644
--- a/docs/owl/Owl_regression/D/Optimise/Stopping/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Stopping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_regression.D.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_regression.D.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Stopping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.D)).Stopping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/D/Optimise/Utils/index.html b/docs/owl/Owl_regression/D/Optimise/Utils/index.html
index 98b4f0d7a..ecd664d52 100644
--- a/docs/owl/Owl_regression/D/Optimise/Utils/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_regression.D.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_regression.D.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">D</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/D/Optimise/index.html b/docs/owl/Owl_regression/D/Optimise/index.html
index d40e795ee..0a56220af 100644
--- a/docs/owl/Owl_regression/D/Optimise/index.html
+++ b/docs/owl/Owl_regression/D/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_regression.D.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>D.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_regression.D.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression</a> &#x00BB; <a href="../index.html">D</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>D.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/D/index.html b/docs/owl/Owl_regression/D/index.html
index a69e023ea..139a18d7b 100644
--- a/docs/owl/Owl_regression/D/index.html
+++ b/docs/owl/Owl_regression/D/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_regression.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_regression</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression.D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_linear_reg"><a href="#val-_linear_reg" class="anchor"></a><code><span><span class="keyword">val</span> _linear_reg : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>D (owl.Owl_regression.D)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_regression</a> &#x00BB; D</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression.D</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_linear_reg"><a href="#val-_linear_reg" class="anchor"></a><code><span><span class="keyword">val</span> _linear_reg : 
   <span>bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Optimise/Params/index.html#type-typ">Optimise.Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Linalg/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Linalg/index.html
index 4c636f1d9..5f132696b 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Mat/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Mat/index.html
index e29c1c5e3..211212bf0 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Scalar/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Scalar/index.html
index 904e329ca..5d86df873 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/index.html
index 9eda3e67b..04a4fd62a 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <a href="../../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-arr">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Algodiff.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> =
   <a href="../../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-elt">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Algodiff.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Arr/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Arr/index.html
index db36cc11e..3ee5b4818 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Arr/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/index.html
index 8af51a038..2dd1a6de2 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index d006dd08b..112825f19 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Piso/index.html
index df88a06ed..85b441c62 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Siao/index.html
index 1a03a5d7a..c880d2118 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index e5838e007..fe787364a 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Siso/index.html
index 55098e23c..e751f4dbc 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Sito/index.html
index d95a41252..51ed2dd8d 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Linalg/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Linalg/index.html
index fbb58dc6e..ee645eb81 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Mat/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Mat/index.html
index 9d51c8808..63f9a4c63 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Maths/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Maths/index.html
index fbe4355f7..6bc8add59 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/NN/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/NN/index.html
index 393652f2e..c81b36e93 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/NN/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_regression.Make_Embedded.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">Make_Embedded</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/index.html
index e104bd284..7f762d855 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Algodiff/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_regression.Make_Embedded.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Algodiff.t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_regression.Make_Embedded.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = <a href="../../../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Algodiff.t</a></span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Batch/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Batch/index.html
index ff26a4d0c..cfbbe172c 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Batch/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_regression.Make_Embedded.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Batch/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Batch.typ</a></span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_regression.Make_Embedded.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Batch/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Batch.typ</a></span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Checkpoint/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Checkpoint/index.html
index 837fa3f71..2e2af2c79 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Checkpoint/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Checkpoint/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_regression.Make_Embedded.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_regression.Make_Embedded.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-state">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Checkpoint.state</a></span><span> =
   </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Checkpoint.typ</a></span><span> =
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Clipping/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Clipping/index.html
index dd95d4779..7d75be014 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Clipping/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Clipping/index.html
@@ -1,3 +1,3 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_regression.Make_Embedded.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Clipping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Clipping.typ</a></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_regression.Make_Embedded.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Clipping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Clipping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Gradient/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Gradient/index.html
index c8488a7b5..c7cb4623b 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Gradient/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_regression.Make_Embedded.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Gradient/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Gradient.typ</a></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_regression.Make_Embedded.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Gradient/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Gradient.typ</a></span><span> =
   </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Learning_Rate/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Learning_Rate/index.html
index 278ef52a3..50982ba94 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Learning_Rate/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Learning_Rate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_regression.Make_Embedded.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_regression.Make_Embedded.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Learning_Rate/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Learning_Rate.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Loss/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Loss/index.html
index a24d6fdf1..7c05e548c 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Loss/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_regression.Make_Embedded.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Loss/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Loss.typ</a></span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_regression.Make_Embedded.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Loss/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Loss.typ</a></span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Momentum/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Momentum/index.html
index 0056ec7a6..6920448be 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Momentum/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Momentum/index.html
@@ -1,3 +1,3 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_regression.Make_Embedded.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Momentum/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Momentum.typ</a></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_regression.Make_Embedded.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Momentum/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Momentum.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Params/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Params/index.html
index c0607d6bc..835c3c3e9 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Params/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_regression.Make_Embedded.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Params/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Params.typ</a></span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_regression.Make_Embedded.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Params/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Params.typ</a></span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Regularisation/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Regularisation/index.html
index 1629fc026..4db99ceb2 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Regularisation/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Regularisation/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_regression.Make_Embedded.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_regression.Make_Embedded.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Regularisation/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Regularisation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Stopping/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Stopping/index.html
index 455575de6..e121c5bb3 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Stopping/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Stopping/index.html
@@ -1,3 +1,3 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_regression.Make_Embedded.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Stopping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Stopping.typ</a></span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_regression.Make_Embedded.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = <a href="../../../../../owl-base/Owl_optimise_generic/Make/Stopping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(A)).Stopping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/Utils/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/Utils/index.html
index eba06ab53..eb145a759 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/Utils/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_regression.Make_Embedded.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_regression.Make_Embedded.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/Optimise/index.html b/docs/owl/Owl_regression/Make_Embedded/Optimise/index.html
index 889e1f1a7..105368bcd 100644
--- a/docs/owl/Owl_regression/Make_Embedded/Optimise/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_regression.Make_Embedded.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_regression.Make_Embedded.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Make_Embedded.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Linalg/index.html b/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Linalg/index.html
index 6b3345d91..f213a4145 100644
--- a/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Linalg/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.Make_Embedded.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.Make_Embedded.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Mat/index.html b/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Mat/index.html
index 1240b5027..f0b5cffbd 100644
--- a/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Mat/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.Make_Embedded.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.Make_Embedded.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Scalar/index.html b/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Scalar/index.html
index 01e05492f..4d01579a2 100644
--- a/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Scalar/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/argument-1-A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression.Make_Embedded.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression.Make_Embedded.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">Make_Embedded</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/Make_Embedded/argument-1-A/index.html b/docs/owl/Owl_regression/Make_Embedded/argument-1-A/index.html
index 17382b0cd..150b65887 100644
--- a/docs/owl/Owl_regression/Make_Embedded/argument-1-A/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/argument-1-A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression.Make_Embedded.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Embedded.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression.Make_Embedded.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression</a> &#x00BB; <a href="../index.html">Make_Embedded</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make_Embedded.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/Make_Embedded/index.html b/docs/owl/Owl_regression/Make_Embedded/index.html
index 608f955c3..1447cf0ca 100644
--- a/docs/owl/Owl_regression/Make_Embedded/index.html
+++ b/docs/owl/Owl_regression/Make_Embedded/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Embedded (owl.Owl_regression.Make_Embedded)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_regression</a> &#x00BB; Make_Embedded</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression.Make_Embedded</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_linear_reg"><a href="#val-_linear_reg" class="anchor"></a><code><span><span class="keyword">val</span> _linear_reg : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make_Embedded (owl.Owl_regression.Make_Embedded)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_regression</a> &#x00BB; Make_Embedded</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression.Make_Embedded</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-A"><a href="#argument-1-A" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-A/index.html">A</a></span><span> : <a href="../../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_linear_reg"><a href="#val-_linear_reg" class="anchor"></a><code><span><span class="keyword">val</span> _linear_reg : 
   <span>bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Optimise/Params/index.html#type-typ">Optimise.Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Linalg/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Linalg/index.html
index ae9e29263..439c1a9bb 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.S.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.S.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Mat/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Mat/index.html
index 67a6c6578..f43da8e5e 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.S.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.S.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Scalar/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Scalar/index.html
index f206b4ceb..fa56bd5ed 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression.S.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression.S.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/A/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/A/index.html
index 2ff27df4e..81cc6c516 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/A/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression.S.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression.S.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> =
   <a href="../../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-arr">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Algodiff.A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> =
   <a href="../../../../../../owl-base/Owl_algodiff_generic/Make/A/index.html#type-elt">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Algodiff.A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/Arr/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/Arr/index.html
index af2b8df89..571b7ad1e 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/Arr/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_regression.S.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_regression.S.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/index.html
index ec41e8590..361856746 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_regression.S.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_regression.S.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index 5eb0f5dc9..c6f6d5c6b 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_regression.S.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_regression.S.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Piso/index.html
index 4b7b198a7..077bb1918 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_regression.S.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_regression.S.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Siao/index.html
index e6f15bf45..b445785a0 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_regression.S.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_regression.S.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index 666d2b867..664907af6 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_regression.S.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_regression.S.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Siso/index.html
index cf1e23fcf..b3980ac41 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_regression.S.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_regression.S.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Sito/index.html
index 70537b16a..c293ab662 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_regression.S.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_regression.S.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../../index.html">S</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/Linalg/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/Linalg/index.html
index 6b79e2f3a..35ae795f7 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.S.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression.S.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `bilinear <span>| `default</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/Mat/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/Mat/index.html
index a27638ebf..084476b34 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.S.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression.S.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/Maths/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/Maths/index.html
index fb24a06f4..58080c444 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_regression.S.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_regression.S.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/NN/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/NN/index.html
index 79c8f5207..962a1bc29 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/NN/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_regression.S.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_regression.S.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression</a> &#x00BB; <a href="../../../index.html">S</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/S/Optimise/Algodiff/index.html b/docs/owl/Owl_regression/S/Optimise/Algodiff/index.html
index a7c6c10bd..2ae41947a 100644
--- a/docs/owl/Owl_regression/S/Optimise/Algodiff/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Algodiff/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_regression.S.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_regression.S.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> =
   <a href="../../../../../owl-base/Owl_algodiff_generic/Make/index.html#type-t">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Algodiff.t</a></span><span> =
   </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Builder"><a href="#module-Builder" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Builder/index.html">Builder</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Maths"><a href="#module-Maths" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Maths/index.html">Maths</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Linalg"><a href="#module-Linalg" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Linalg/index.html">Linalg</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-NN"><a href="#module-NN" class="anchor"></a><code><span><span class="keyword">module</span> <a href="NN/index.html">NN</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Mat"><a href="#module-Mat" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Mat/index.html">Mat</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Arr"><a href="#module-Arr" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Arr/index.html">Arr</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_trace"><a href="#val-to_trace" class="anchor"></a><code><span><span class="keyword">val</span> to_trace : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_dot"><a href="#val-to_dot" class="anchor"></a><code><span><span class="keyword">val</span> to_dot : <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_num"><a href="#val-pp_num" class="anchor"></a><code><span><span class="keyword">val</span> pp_num : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Batch/index.html b/docs/owl/Owl_regression/S/Optimise/Batch/index.html
index e4bae30d8..0f8aa4ec8 100644
--- a/docs/owl/Owl_regression/S/Optimise/Batch/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Batch/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_regression.S.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_regression.S.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Batch/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Batch.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Checkpoint/index.html b/docs/owl/Owl_regression/S/Optimise/Checkpoint/index.html
index 92528798a..246201d36 100644
--- a/docs/owl/Owl_regression/S/Optimise/Checkpoint/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Checkpoint/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_regression.S.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_regression.S.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-state">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Checkpoint.state</a></span><span> =
   </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Checkpoint/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Checkpoint.typ</a></span><span> =
diff --git a/docs/owl/Owl_regression/S/Optimise/Clipping/index.html b/docs/owl/Owl_regression/S/Optimise/Clipping/index.html
index cd656007f..d95f45ed2 100644
--- a/docs/owl/Owl_regression/S/Optimise/Clipping/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Clipping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_regression.S.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_regression.S.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Clipping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Clipping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Gradient/index.html b/docs/owl/Owl_regression/S/Optimise/Gradient/index.html
index 2dfd20503..1faef0936 100644
--- a/docs/owl/Owl_regression/S/Optimise/Gradient/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_regression.S.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_regression.S.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Gradient/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Gradient.typ</a></span><span> =
   </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/S/Optimise/Learning_Rate/index.html b/docs/owl/Owl_regression/S/Optimise/Learning_Rate/index.html
index ab8c7b65f..3315404cf 100644
--- a/docs/owl/Owl_regression/S/Optimise/Learning_Rate/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Learning_Rate/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_regression.S.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_regression.S.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Learning_Rate/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Learning_Rate.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Loss/index.html b/docs/owl/Owl_regression/S/Optimise/Loss/index.html
index 79fc38a1b..b685cd4fa 100644
--- a/docs/owl/Owl_regression/S/Optimise/Loss/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Loss/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_regression.S.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_regression.S.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Loss/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Loss.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Momentum/index.html b/docs/owl/Owl_regression/S/Optimise/Momentum/index.html
index 4cc1ed4b4..75d5b1f92 100644
--- a/docs/owl/Owl_regression/S/Optimise/Momentum/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Momentum/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_regression.S.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_regression.S.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Momentum/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Momentum.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Params/index.html b/docs/owl/Owl_regression/S/Optimise/Params/index.html
index 11957d739..837792566 100644
--- a/docs/owl/Owl_regression/S/Optimise/Params/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_regression.S.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_regression.S.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Params/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Params.typ</a></span><span> =
   </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/S/Optimise/Regularisation/index.html b/docs/owl/Owl_regression/S/Optimise/Regularisation/index.html
index f1bb134b8..d502b13f4 100644
--- a/docs/owl/Owl_regression/S/Optimise/Regularisation/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Regularisation/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_regression.S.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_regression.S.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Regularisation/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Regularisation.typ</a></span><span> =
   </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Stopping/index.html b/docs/owl/Owl_regression/S/Optimise/Stopping/index.html
index e06f13161..368df467d 100644
--- a/docs/owl/Owl_regression/S/Optimise/Stopping/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Stopping/index.html
@@ -1,4 +1,4 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_regression.S.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_regression.S.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> =
   <a href="../../../../../owl-base/Owl_optimise_generic/Make/Stopping/index.html#type-typ">Owl_optimise_generic.Make(Owl_algodiff_generic.Make(Owl_algodiff_primal_ops.S)).Stopping.typ</a></span><span> =
   </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression/S/Optimise/Utils/index.html b/docs/owl/Owl_regression/S/Optimise/Utils/index.html
index 6e51f9f57..67ca64045 100644
--- a/docs/owl/Owl_regression/S/Optimise/Utils/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_regression.S.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_regression.S.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression</a> &#x00BB; <a href="../../index.html">S</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/S/Optimise/index.html b/docs/owl/Owl_regression/S/Optimise/index.html
index 1a5ffe7e8..30046183f 100644
--- a/docs/owl/Owl_regression/S/Optimise/index.html
+++ b/docs/owl/Owl_regression/S/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_regression.S.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>S.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_regression.S.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression</a> &#x00BB; <a href="../index.html">S</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>S.Optimise</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/S/index.html b/docs/owl/Owl_regression/S/index.html
index 97e379be0..1ea73d02e 100644
--- a/docs/owl/Owl_regression/S/index.html
+++ b/docs/owl/Owl_regression/S/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_regression.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_regression</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression.S</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_linear_reg"><a href="#val-_linear_reg" class="anchor"></a><code><span><span class="keyword">val</span> _linear_reg : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>S (owl.Owl_regression.S)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_regression</a> &#x00BB; S</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression.S</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_linear_reg"><a href="#val-_linear_reg" class="anchor"></a><code><span><span class="keyword">val</span> _linear_reg : 
   <span>bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Optimise/Params/index.html#type-typ">Optimise.Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression/index.html b/docs/owl/Owl_regression/index.html
index 3b2e8add7..e77c22757 100644
--- a/docs/owl/Owl_regression/index.html
+++ b/docs/owl/Owl_regression/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_regression (owl.Owl_regression)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_regression</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression</span></code></h1><p><code> Regression Module </code> This module implements a set of regression functions. S module provides supports for single precision float numbers whilst D module provides supports for double precision float numbers.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Embedded"><a href="#module-Make_Embedded" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Embedded/index.html">Make_Embedded</a></span><span> (<a href="Make_Embedded/argument-1-A/index.html">A</a> : <a href="../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_regression (owl.Owl_regression)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_regression</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression</span></code></h1><p><code> Regression Module </code> This module implements a set of regression functions. S module provides supports for single precision float numbers whilst D module provides supports for double precision float numbers.</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make_Embedded"><a href="#module-Make_Embedded" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make_Embedded/index.html">Make_Embedded</a></span><span> (<a href="Make_Embedded/argument-1-A/index.html">A</a> : <a href="../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-S"><a href="#module-S" class="anchor"></a><code><span><span class="keyword">module</span> <a href="S/index.html">S</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-D"><a href="#module-D" class="anchor"></a><code><span><span class="keyword">module</span> <a href="D/index.html">D</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Linalg/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Linalg/index.html
index 89b168f35..2ca9f6a61 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression_generic.Make.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression_generic.Make.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Mat/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Mat/index.html
index 38b08da16..cee1f4b6b 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression_generic.Make.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression_generic.Make.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Scalar/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Scalar/index.html
index 13ed8c223..f81d14ce7 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression_generic.Make.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression_generic.Make.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/index.html
index 34f8dde85..1fa8112a6 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression_generic.Make.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression_generic.Make.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Arr/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Arr/index.html
index 784d115a3..4476fb64e 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Arr/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Arr/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_regression_generic.Make.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_regression_generic.Make.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/index.html
index c930c90db..eb7cdae80 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Aiso/index.html
index e7ee34b88..bdd93ae56 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Piso/index.html
index ef8a13bd4..fe759b031 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siao/index.html
index b8cbf78c2..0efae6b89 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sipo/index.html
index d12ab2c6e..a05df958d 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siso/index.html
index a25a2d0c8..848bff28c 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sito/index.html
index fd5dae567..1e8ec1248 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_regression_generic.Make.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../../index.html">Make</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Linalg/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Linalg/index.html
index f6f38f84c..fad73e056 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression_generic.Make.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression_generic.Make.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Mat/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Mat/index.html
index 546cbd963..6f8c5a305 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Mat/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression_generic.Make.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression_generic.Make.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Maths/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Maths/index.html
index 3bb909075..229adb99e 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Maths/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_regression_generic.Make.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_regression_generic.Make.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/NN/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/NN/index.html
index 349c44aea..ac7e2bd0f 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/NN/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_regression_generic.Make.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_regression_generic.Make.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../../index.html">Make</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/index.html
index aae7601bd..928b2ebaf 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Algodiff/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_regression_generic.Make.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_regression_generic.Make.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Batch/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Batch/index.html
index 1f300bf5b..a73778743 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Batch/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_regression_generic.Make.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_regression_generic.Make.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Checkpoint/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Checkpoint/index.html
index 18428003f..2720a8480 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Checkpoint/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Checkpoint/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_regression_generic.Make.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_regression_generic.Make.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Clipping/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Clipping/index.html
index bfdc94020..2b6cd216f 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Clipping/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Clipping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_regression_generic.Make.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_regression_generic.Make.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Gradient/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Gradient/index.html
index 5f654c448..696593dda 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Gradient/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_regression_generic.Make.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_regression_generic.Make.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Learning_Rate/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Learning_Rate/index.html
index 91b2dce0d..60ccf2e2f 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Learning_Rate/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Learning_Rate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_regression_generic.Make.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_regression_generic.Make.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Loss/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Loss/index.html
index f86b2efa7..b01a51c90 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Loss/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_regression_generic.Make.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_regression_generic.Make.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Momentum/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Momentum/index.html
index a6b1bd7e4..5abe40368 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Momentum/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Momentum/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_regression_generic.Make.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_regression_generic.Make.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Params/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Params/index.html
index a7e813f45..82f26b572 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Params/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_regression_generic.Make.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_regression_generic.Make.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Regularisation/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Regularisation/index.html
index c13891971..a3b8c08a8 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Regularisation/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Regularisation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_regression_generic.Make.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_regression_generic.Make.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Stopping/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Stopping/index.html
index 9ad3c96ba..093506bc1 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Stopping/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Stopping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_regression_generic.Make.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_regression_generic.Make.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Utils/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Utils/index.html
index 51be193cb..4fa886638 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Utils/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_regression_generic.Make.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_regression_generic.Make.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../../index.html">Make</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/index.html b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/index.html
index 84aa1c45d..1ee77a48e 100644
--- a/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/index.html
+++ b/docs/owl/Owl_regression_generic/Make/argument-1-Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_regression_generic.Make.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../../owl-base/Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_regression_generic.Make.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression_generic</a> &#x00BB; <a href="../index.html">Make</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Parameter <code><span>Make.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../../owl-base/Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
@@ -28,4 +28,4 @@
   <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>This function is minimize the weights in a compiled neural network of graph structure.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic/Make/index.html b/docs/owl/Owl_regression_generic/Make/index.html
index 28630a012..e8ec84f09 100644
--- a/docs/owl/Owl_regression_generic/Make/index.html
+++ b/docs/owl/Owl_regression_generic/Make/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl.Owl_regression_generic.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_regression_generic</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression_generic.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Optimise"><a href="#argument-1-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Optimise/index.html">Optimise</a></span><span> : <a href="../../../owl-base/Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="argument-1-Optimise/index.html">Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_linear_reg"><a href="#val-_linear_reg" class="anchor"></a><code><span><span class="keyword">val</span> _linear_reg : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Make (owl.Owl_regression_generic.Make)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_regression_generic</a> &#x00BB; Make</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression_generic.Make</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#parameters">Parameters</a></li><li><a href="#signature">Signature</a></li></ul></nav><div class="odoc-content"><h2 id="parameters"><a href="#parameters" class="anchor"></a>Parameters</h2><div class="odoc-spec"><div class="spec parameter anchored" id="argument-1-Optimise"><a href="#argument-1-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> </span><span><a href="argument-1-Optimise/index.html">Optimise</a></span><span> : <a href="../../../owl-base/Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h2 id="signature"><a href="#signature" class="anchor"></a>Signature</h2><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> Optimise</span><span> = <a href="argument-1-Optimise/index.html">Optimise</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_linear_reg"><a href="#val-_linear_reg" class="anchor"></a><code><span><span class="keyword">val</span> _linear_reg : 
   <span>bool <span class="arrow">&#45;&gt;</span></span>
   <span><a href="argument-1-Optimise/Params/index.html#type-typ">Optimise.Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="argument-1-Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic/index.html b/docs/owl/Owl_regression_generic/index.html
index 5fcda9018..bce87a8a4 100644
--- a/docs/owl/Owl_regression_generic/index.html
+++ b/docs/owl/Owl_regression_generic/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_regression_generic (owl.Owl_regression_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_regression_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression_generic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Optimise/index.html">Optimise</a> : <a href="../../owl-base/Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_regression_generic (owl.Owl_regression_generic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_regression_generic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression_generic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Make"><a href="#module-Make" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Make/index.html">Make</a></span><span> (<a href="Make/argument-1-Optimise/index.html">Optimise</a> : <a href="../../owl-base/Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a>) : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/index.html b/docs/owl/Owl_regression_generic_sig/index.html
index 3a861468e..c3caef6c1 100644
--- a/docs/owl/Owl_regression_generic_sig/index.html
+++ b/docs/owl/Owl_regression_generic_sig/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_regression_generic_sig (owl.Owl_regression_generic_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_regression_generic_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression_generic_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_regression_generic_sig (owl.Owl_regression_generic_sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_regression_generic_sig</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_regression_generic_sig</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sig"><a href="#module-type-Sig" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sig/index.html">Sig</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Linalg/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Linalg/index.html
index 37da2355f..94cd51026 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Linalg/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.A.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>A.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a> * <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Mat/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Mat/index.html
index b4a56a283..bcc375d3e 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Mat/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.A.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>A.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-arr">arr</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Scalar/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Scalar/index.html
index adc87fc3d..0842164ad 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Scalar/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/Scalar/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Scalar (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.A.Scalar)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">A</a> &#x00BB; Scalar</nav><header class="odoc-preamble"><h1>Module <code><span>A.Scalar</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-elt">elt</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/index.html
index b3a1dd0be..ea461cbe7 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/A/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>A (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.A)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; A</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.A</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../owl-base/Owl_types_ndarray_eltcmp/module-type-Sig/index.html">Owl_types_ndarray_eltcmp.Sig</a></span></code></summary><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../../owl-base/Owl_types_ndarray_basic/module-type-Sig/index.html">Owl_types_ndarray_basic.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-number"><a href="#val-number" class="anchor"></a><code><span><span class="keyword">val</span> number : <a href="../../../../../../owl-base/Owl_types_common/index.html#type-number">Owl_types_common.number</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-create"><a href="#val-create" class="anchor"></a><code><span><span class="keyword">val</span> create : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sequential"><a href="#val-sequential" class="anchor"></a><code><span><span class="keyword">val</span> sequential : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?step</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-bernoulli"><a href="#val-bernoulli" class="anchor"></a><code><span><span class="keyword">val</span> bernoulli : <span><span class="optlabel">?p</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_nd"><a href="#val-init_nd" class="anchor"></a><code><span><span class="keyword">val</span> init_nd : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types_common/index.html#type-index">Owl_types_common.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy"><a href="#val-copy" class="anchor"></a><code><span><span class="keyword">val</span> copy : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_"><a href="#val-copy_" class="anchor"></a><code><span><span class="keyword">val</span> copy_ : <span><span class="label">out</span>:<a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse"><a href="#val-reverse" class="anchor"></a><code><span><span class="keyword">val</span> reverse : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-arr">arr</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-expand"><a href="#val-expand" class="anchor"></a><code><span><span class="keyword">val</span> expand : <span><span class="optlabel">?hi</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-squeeze"><a href="#val-squeeze" class="anchor"></a><code><span><span class="keyword">val</span> squeeze : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw"><a href="#val-draw" class="anchor"></a><code><span><span class="keyword">val</span> draw : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a> * <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map"><a href="#val-map" class="anchor"></a><code><span><span class="keyword">val</span> map : <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-fold"><a href="#val-fold" class="anchor"></a><code><span><span class="keyword">val</span> fold : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-scan"><a href="#val-scan" class="anchor"></a><code><span><span class="keyword">val</span> scan : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-one_hot"><a href="#val-one_hot" class="anchor"></a><code><span><span class="keyword">val</span> one_hot : <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pad"><a href="#val-pad" class="anchor"></a><code><span><span class="keyword">val</span> pad : <span><span class="optlabel">?v</span>:<a href="#type-elt">elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : 
   <span><span class="optlabel">?max_row</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?max_col</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?header</span>:bool <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Arr/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Arr/index.html
index 4c1b2046c..3a4333ae6 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Arr/index.html
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@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Arr (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Arr)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Arr</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Arr</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/index.html
index dd80408f2..12f4b0e98 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Builder (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Builder</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Builder</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#ops-builder">Ops Builder</a></li></ul></nav><div class="odoc-content"><h6 id="ops-builder"><a href="#ops-builder" class="anchor"></a>Ops Builder</h6><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siso"><a href="#module-type-Siso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siso/index.html">Siso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siso"><a href="#val-build_siso" class="anchor"></a><code><span><span class="keyword">val</span> build_siso : <span><span>(<span class="keyword">module</span> <a href="module-type-Siso/index.html">Siso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sipo"><a href="#module-type-Sipo" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sipo/index.html">Sipo</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sipo"><a href="#val-build_sipo" class="anchor"></a><code><span><span class="keyword">val</span> build_sipo : <span><span>(<span class="keyword">module</span> <a href="module-type-Sipo/index.html">Sipo</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input pair outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Sito"><a href="#module-type-Sito" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Sito/index.html">Sito</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_sito"><a href="#val-build_sito" class="anchor"></a><code><span><span class="keyword">val</span> build_sito : <span><span>(<span class="keyword">module</span> <a href="module-type-Sito/index.html">Sito</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build single input triple outputs operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Siao"><a href="#module-type-Siao" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Siao/index.html">Siao</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_siao"><a href="#val-build_siao" class="anchor"></a><code><span><span class="keyword">val</span> build_siao : <span><span>(<span class="keyword">module</span> <a href="module-type-Siao/index.html">Siao</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>build single input array output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Piso"><a href="#module-type-Piso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Piso/index.html">Piso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_piso"><a href="#val-build_piso" class="anchor"></a><code><span><span class="keyword">val</span> build_piso : <span><span>(<span class="keyword">module</span> <a href="module-type-Piso/index.html">Piso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build pair inputs single output operations</p></div></div><div class="odoc-spec"><div class="spec module-type anchored" id="module-type-Aiso"><a href="#module-type-Aiso" class="anchor"></a><code><span><span class="keyword">module</span> <span class="keyword">type</span> <a href="module-type-Aiso/index.html">Aiso</a></span><span> = <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-build_aiso"><a href="#val-build_aiso" class="anchor"></a><code><span><span class="keyword">val</span> build_aiso : <span><span>(<span class="keyword">module</span> <a href="module-type-Aiso/index.html">Aiso</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>build array input single output operations</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Aiso/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Aiso/index.html
index 8ead8ebb8..d314f8c8f 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Aiso/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Aiso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Aiso (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Aiso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Aiso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Aiso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff"><a href="#val-ff" class="anchor"></a><code><span><span class="keyword">val</span> ff : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><span>int list</span> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> list</span></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Piso/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Piso/index.html
index f0a23696f..aeefce6c7 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Piso/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Piso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Piso (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Piso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Piso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Piso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_aa"><a href="#val-ff_aa" class="anchor"></a><code><span><span class="keyword">val</span> ff_aa : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ab"><a href="#val-ff_ab" class="anchor"></a><code><span><span class="keyword">val</span> ff_ab : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_ba"><a href="#val-ff_ba" class="anchor"></a><code><span><span class="keyword">val</span> ff_ba : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_bb"><a href="#val-ff_bb" class="anchor"></a><code><span><span class="keyword">val</span> ff_bb : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_da"><a href="#val-df_da" class="anchor"></a><code><span><span class="keyword">val</span> df_da : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_db"><a href="#val-df_db" class="anchor"></a><code><span><span class="keyword">val</span> df_db : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df_dab"><a href="#val-df_dab" class="anchor"></a><code><span><span class="keyword">val</span> df_dab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_ab"><a href="#val-dr_ab" class="anchor"></a><code><span><span class="keyword">val</span> dr_ab : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_a"><a href="#val-dr_a" class="anchor"></a><code><span><span class="keyword">val</span> dr_a : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr_b"><a href="#val-dr_b" class="anchor"></a><code><span><span class="keyword">val</span> dr_b : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siao/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siao/index.html
index 63e492596..72c0c8dee 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siao/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siao/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siao (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Siao)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siao</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siao</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><span><a href="../../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sipo/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sipo/index.html
index adc14fc02..f30a4d929 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sipo/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sipo/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sipo (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Sipo)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sipo</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sipo</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siso/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siso/index.html
index 780d12c62..e90d3256d 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siso/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Siso/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Siso (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Siso)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Siso</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Siso</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sito/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sito/index.html
index 230de8c7d..7e9de286b 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sito/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Builder/module-type-Sito/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sito (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Builder.Sito)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../../index.html">owl</a> &#x00BB; <a href="../../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../../index.html">Sig</a> &#x00BB; <a href="../../../index.html">Optimise</a> &#x00BB; <a href="../../index.html">Algodiff</a> &#x00BB; <a href="../index.html">Builder</a> &#x00BB; Sito</nav><header class="odoc-preamble"><h1>Module type <code><span>Builder.Sito</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-label"><a href="#val-label" class="anchor"></a><code><span><span class="keyword">val</span> label : string</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_f"><a href="#val-ff_f" class="anchor"></a><code><span><span class="keyword">val</span> ff_f : <span><a href="../../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ff_arr"><a href="#val-ff_arr" class="anchor"></a><code><span><span class="keyword">val</span> ff_arr : <span><a href="../../A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a> * <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-df"><a href="#val-df" class="anchor"></a><code><span><span class="keyword">val</span> df : <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dr"><a href="#val-dr" class="anchor"></a><code><span><span class="keyword">val</span> dr : 
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <span><a href="../../index.html#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span>)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Linalg/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Linalg/index.html
index 5250abd70..2c6ec34b4 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Linalg/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Linalg/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Linalg (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Linalg)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Linalg</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Linalg</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logdet"><a href="#val-logdet" class="anchor"></a><code><span><span class="keyword">val</span> logdet : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chol"><a href="#val-chol" class="anchor"></a><code><span><span class="keyword">val</span> chol : <span><span class="optlabel">?upper</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-qr"><a href="#val-qr" class="anchor"></a><code><span><span class="keyword">val</span> qr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lq"><a href="#val-lq" class="anchor"></a><code><span><span class="keyword">val</span> lq : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svd"><a href="#val-svd" class="anchor"></a><code><span><span class="keyword">val</span> svd : <span><span class="optlabel">?thin</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a> * <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sylvester"><a href="#val-sylvester" class="anchor"></a><code><span><span class="keyword">val</span> sylvester : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lyapunov"><a href="#val-lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> lyapunov : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-discrete_lyapunov"><a href="#val-discrete_lyapunov" class="anchor"></a><code><span><span class="keyword">val</span> discrete_lyapunov : 
   <span><span class="optlabel">?solver</span>:<span>[ `default <span>| `bilinear</span> <span>| `direct</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Mat/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Mat/index.html
index cde11f83f..4e45eb0a9 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Mat/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Mat/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Mat (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Mat)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Mat</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Mat</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-empty"><a href="#val-empty" class="anchor"></a><code><span><span class="keyword">val</span> empty : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zeros"><a href="#val-zeros" class="anchor"></a><code><span><span class="keyword">val</span> zeros : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-eye"><a href="#val-eye" class="anchor"></a><code><span><span class="keyword">val</span> eye : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ones"><a href="#val-ones" class="anchor"></a><code><span><span class="keyword">val</span> ones : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform"><a href="#val-uniform" class="anchor"></a><code><span><span class="keyword">val</span> uniform : <span><span class="optlabel">?a</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?b</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian"><a href="#val-gaussian" class="anchor"></a><code><span><span class="keyword">val</span> gaussian : <span><span class="optlabel">?mu</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?sigma</span>:<a href="../A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset"><a href="#val-reset" class="anchor"></a><code><span><span class="keyword">val</span> reset : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get"><a href="#val-get" class="anchor"></a><code><span><span class="keyword">val</span> get : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set"><a href="#val-set" class="anchor"></a><code><span><span class="keyword">val</span> set : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row"><a href="#val-row" class="anchor"></a><code><span><span class="keyword">val</span> row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-map_by_row"><a href="#val-map_by_row" class="anchor"></a><code><span><span class="keyword">val</span> map_by_row : <span><span>(<span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../A/index.html#type-elt">A.elt</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_2d"><a href="#val-init_2d" class="anchor"></a><code><span><span class="keyword">val</span> init_2d : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print"><a href="#val-print" class="anchor"></a><code><span><span class="keyword">val</span> print : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Maths/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Maths/index.html
index 49a8cce8b..e0871efc3 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Maths/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/Maths/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Maths (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.Maths)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; Maths</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.Maths</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-(+)"><a href="#val-(+)" class="anchor"></a><code><span><span class="keyword">val</span> (+) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(-)"><a href="#val-(-)" class="anchor"></a><code><span><span class="keyword">val</span> (-) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*)"><a href="#val-(*)" class="anchor"></a><code><span><span class="keyword">val</span> (*) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(/)"><a href="#val-(/)" class="anchor"></a><code><span><span class="keyword">val</span> (/) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(*@)"><a href="#val-(*@)" class="anchor"></a><code><span><span class="keyword">val</span> (*@) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-(**)"><a href="#val-(**)" class="anchor"></a><code><span><span class="keyword">val</span> (**) : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-add"><a href="#val-add" class="anchor"></a><code><span><span class="keyword">val</span> add : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sub"><a href="#val-sub" class="anchor"></a><code><span><span class="keyword">val</span> sub : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mul"><a href="#val-mul" class="anchor"></a><code><span><span class="keyword">val</span> mul : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-div"><a href="#val-div" class="anchor"></a><code><span><span class="keyword">val</span> div : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-kron"><a href="#val-kron" class="anchor"></a><code><span><span class="keyword">val</span> kron : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_matrix_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dot"><a href="#val-dot" class="anchor"></a><code><span><span class="keyword">val</span> dot : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pow"><a href="#val-pow" class="anchor"></a><code><span><span class="keyword">val</span> pow : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan2"><a href="#val-atan2" class="anchor"></a><code><span><span class="keyword">val</span> atan2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-min2"><a href="#val-min2" class="anchor"></a><code><span><span class="keyword">val</span> min2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-max2"><a href="#val-max2" class="anchor"></a><code><span><span class="keyword">val</span> max2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cross_entropy"><a href="#val-cross_entropy" class="anchor"></a><code><span><span class="keyword">val</span> cross_entropy : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-inv"><a href="#val-inv" class="anchor"></a><code><span><span class="keyword">val</span> inv : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-neg"><a href="#val-neg" class="anchor"></a><code><span><span class="keyword">val</span> neg : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-abs"><a href="#val-abs" class="anchor"></a><code><span><span class="keyword">val</span> abs : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-signum"><a href="#val-signum" class="anchor"></a><code><span><span class="keyword">val</span> signum : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-floor"><a href="#val-floor" class="anchor"></a><code><span><span class="keyword">val</span> floor : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ceil"><a href="#val-ceil" class="anchor"></a><code><span><span class="keyword">val</span> ceil : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-round"><a href="#val-round" class="anchor"></a><code><span><span class="keyword">val</span> round : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqr"><a href="#val-sqr" class="anchor"></a><code><span><span class="keyword">val</span> sqr : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sqrt"><a href="#val-sqrt" class="anchor"></a><code><span><span class="keyword">val</span> sqrt : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log"><a href="#val-log" class="anchor"></a><code><span><span class="keyword">val</span> log : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log2"><a href="#val-log2" class="anchor"></a><code><span><span class="keyword">val</span> log2 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log10"><a href="#val-log10" class="anchor"></a><code><span><span class="keyword">val</span> log10 : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exp"><a href="#val-exp" class="anchor"></a><code><span><span class="keyword">val</span> exp : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sin"><a href="#val-sin" class="anchor"></a><code><span><span class="keyword">val</span> sin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cos"><a href="#val-cos" class="anchor"></a><code><span><span class="keyword">val</span> cos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tan"><a href="#val-tan" class="anchor"></a><code><span><span class="keyword">val</span> tan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sinh"><a href="#val-sinh" class="anchor"></a><code><span><span class="keyword">val</span> sinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cosh"><a href="#val-cosh" class="anchor"></a><code><span><span class="keyword">val</span> cosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tanh"><a href="#val-tanh" class="anchor"></a><code><span><span class="keyword">val</span> tanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asin"><a href="#val-asin" class="anchor"></a><code><span><span class="keyword">val</span> asin : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acos"><a href="#val-acos" class="anchor"></a><code><span><span class="keyword">val</span> acos : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atan"><a href="#val-atan" class="anchor"></a><code><span><span class="keyword">val</span> atan : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-asinh"><a href="#val-asinh" class="anchor"></a><code><span><span class="keyword">val</span> asinh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-acosh"><a href="#val-acosh" class="anchor"></a><code><span><span class="keyword">val</span> acosh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-atanh"><a href="#val-atanh" class="anchor"></a><code><span><span class="keyword">val</span> atanh : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum'"><a href="#val-sum'" class="anchor"></a><code><span><span class="keyword">val</span> sum' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp'"><a href="#val-log_sum_exp'" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-log_sum_exp"><a href="#val-log_sum_exp" class="anchor"></a><code><span><span class="keyword">val</span> log_sum_exp : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?keep_dims</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sum_reduce"><a href="#val-sum_reduce" class="anchor"></a><code><span><span class="keyword">val</span> sum_reduce : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-transpose"><a href="#val-transpose" class="anchor"></a><code><span><span class="keyword">val</span> transpose : <span><span class="optlabel">?axis</span>:<span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-swap"><a href="#val-swap" class="anchor"></a><code><span><span class="keyword">val</span> swap : <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l1norm'"><a href="#val-l1norm'" class="anchor"></a><code><span><span class="keyword">val</span> l1norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm'"><a href="#val-l2norm'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-l2norm_sqr'"><a href="#val-l2norm_sqr'" class="anchor"></a><code><span><span class="keyword">val</span> l2norm_sqr' : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sigmoid"><a href="#val-sigmoid" class="anchor"></a><code><span><span class="keyword">val</span> sigmoid : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-relu"><a href="#val-relu" class="anchor"></a><code><span><span class="keyword">val</span> relu : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dawsn"><a href="#val-dawsn" class="anchor"></a><code><span><span class="keyword">val</span> dawsn : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softplus"><a href="#val-softplus" class="anchor"></a><code><span><span class="keyword">val</span> softplus : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softsign"><a href="#val-softsign" class="anchor"></a><code><span><span class="keyword">val</span> softsign : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-softmax"><a href="#val-softmax" class="anchor"></a><code><span><span class="keyword">val</span> softmax : <span><span class="optlabel">?axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reshape"><a href="#val-reshape" class="anchor"></a><code><span><span class="keyword">val</span> reshape : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-flatten"><a href="#val-flatten" class="anchor"></a><code><span><span class="keyword">val</span> flatten : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_item"><a href="#val-get_item" class="anchor"></a><code><span><span class="keyword">val</span> get_item : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_row"><a href="#val-get_row" class="anchor"></a><code><span><span class="keyword">val</span> get_row : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concat"><a href="#val-concat" class="anchor"></a><code><span><span class="keyword">val</span> concat : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-split"><a href="#val-split" class="anchor"></a><code><span><span class="keyword">val</span> split : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-of_arrays"><a href="#val-of_arrays" class="anchor"></a><code><span><span class="keyword">val</span> of_arrays : <span><span><span><a href="../index.html#type-t">t</a> array</span> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_arrays"><a href="#val-to_arrays" class="anchor"></a><code><span><span class="keyword">val</span> to_arrays : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> array</span></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-concatenate"><a href="#val-concatenate" class="anchor"></a><code><span><span class="keyword">val</span> concatenate : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-stack"><a href="#val-stack" class="anchor"></a><code><span><span class="keyword">val</span> stack : <span><span class="label">axis</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../index.html#type-t">t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_slice"><a href="#val-get_slice" class="anchor"></a><code><span><span class="keyword">val</span> get_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_slice"><a href="#val-set_slice" class="anchor"></a><code><span><span class="keyword">val</span> set_slice : <span><span><span>int list</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_fancy"><a href="#val-get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> get_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-set_fancy"><a href="#val-set_fancy" class="anchor"></a><code><span><span class="keyword">val</span> set_fancy : <span><span><a href="../../../../../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diag"><a href="#val-diag" class="anchor"></a><code><span><span class="keyword">val</span> diag : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diagm"><a href="#val-diagm" class="anchor"></a><code><span><span class="keyword">val</span> diagm : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-trace"><a href="#val-trace" class="anchor"></a><code><span><span class="keyword">val</span> trace : <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-triu"><a href="#val-triu" class="anchor"></a><code><span><span class="keyword">val</span> triu : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tril"><a href="#val-tril" class="anchor"></a><code><span><span class="keyword">val</span> tril : <span><span class="optlabel">?k</span>:int <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/NN/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/NN/index.html
index b18e0230f..9a20552cb 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/NN/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/NN/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>NN (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff.NN)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../../index.html">owl</a> &#x00BB; <a href="../../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../../index.html">Sig</a> &#x00BB; <a href="../../index.html">Optimise</a> &#x00BB; <a href="../index.html">Algodiff</a> &#x00BB; NN</nav><header class="odoc-preamble"><h1>Module <code><span>Algodiff.NN</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-dropout"><a href="#val-dropout" class="anchor"></a><code><span><span class="keyword">val</span> dropout : <span><span class="optlabel">?rate</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv1d"><a href="#val-conv1d" class="anchor"></a><code><span><span class="keyword">val</span> conv1d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv2d"><a href="#val-conv2d" class="anchor"></a><code><span><span class="keyword">val</span> conv2d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-conv3d"><a href="#val-conv3d" class="anchor"></a><code><span><span class="keyword">val</span> conv3d : <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../index.html#type-t">t</a></span></code></div><div class="spec-doc"><p>Refer to :doc:`owl_dense_ndarray_generic`</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dilated_conv1d"><a href="#val-dilated_conv1d" class="anchor"></a><code><span><span class="keyword">val</span> dilated_conv1d : 
   <span><span class="optlabel">?padding</span>:<a href="../../../../../../owl-base/Owl_types/index.html#type-padding">Owl_types.padding</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../index.html#type-t">t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/index.html
index 56e045db3..cf5701dde 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Algodiff/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Algodiff (owl.Owl_regression_generic_sig.Sig.Optimise.Algodiff)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Algodiff</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Algodiff</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#helper-functions">Helper functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_core_sig/module-type-Sig/index.html">Owl_algodiff_core_sig.Sig</a></span></code></summary><div class="odoc-spec"><div class="spec module anchored" id="module-A"><a href="#module-A" class="anchor"></a><code><span><span class="keyword">module</span> <a href="A/index.html">A</a></span><span> : <a href="../../../../../owl-base/Owl_types_ndarray_algodiff/module-type-Sig/index.html">Owl_types_ndarray_algodiff.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html">Owl_algodiff_types_sig.Sig</a> <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span> <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_types_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span></span></code></summary><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> t</span><span> = </span></code><ol><li id="type-t.F" class="def variant constructor anchored"><a href="#type-t.F" class="anchor"></a><code><span>| </span><span><span class="constructor">F</span> <span class="keyword">of</span> <a href="A/index.html#type-elt">A.elt</a></span></code></li><li id="type-t.Arr" class="def variant constructor anchored"><a href="#type-t.Arr" class="anchor"></a><code><span>| </span><span><span class="constructor">Arr</span> <span class="keyword">of</span> <a href="A/index.html#type-arr">A.arr</a></span></code></li><li id="type-t.DF" class="def variant constructor anchored"><a href="#type-t.DF" class="anchor"></a><code><span>| </span><span><span class="constructor">DF</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * int</span></code></li><li id="type-t.DR" class="def variant constructor anchored"><a href="#type-t.DR" class="anchor"></a><code><span>| </span><span><span class="constructor">DR</span> <span class="keyword">of</span> <a href="#type-t">t</a> * <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> * <a href="#type-op">op</a> * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span> * int * <span>int <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></li></ol></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-adjoint"><a href="#type-adjoint" class="anchor"></a><code><span><span class="keyword">and</span> adjoint</span><span> = <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span> <span class="arrow">&#45;&gt;</span></span> <span><span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span> <span class="arrow">&#45;&gt;</span></span> <span><span>(<a href="#type-t">t</a> * <a href="#type-t">t</a>)</span> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-register"><a href="#type-register" class="anchor"></a><code><span><span class="keyword">and</span> register</span><span> = <span><span><a href="#type-t">t</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-label"><a href="#type-label" class="anchor"></a><code><span><span class="keyword">and</span> label</span><span> = string * <span><a href="#type-t">t</a> list</span></span></code></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-op"><a href="#type-op" class="anchor"></a><code><span><span class="keyword">and</span> op</span><span> = <a href="#type-adjoint">adjoint</a> * <a href="#type-register">register</a> * <a href="#type-label">label</a></span></code></div></div></details></div><h6 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h6><div class="odoc-spec"><div class="spec value anchored" id="val-tag"><a href="#val-tag" class="anchor"></a><code><span><span class="keyword">val</span> tag : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal"><a href="#val-primal" class="anchor"></a><code><span><span class="keyword">val</span> primal : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-primal'"><a href="#val-primal'" class="anchor"></a><code><span><span class="keyword">val</span> primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-zero"><a href="#val-zero" class="anchor"></a><code><span><span class="keyword">val</span> zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reset_zero"><a href="#val-reset_zero" class="anchor"></a><code><span><span class="keyword">val</span> reset_zero : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tangent"><a href="#val-tangent" class="anchor"></a><code><span><span class="keyword">val</span> tangent : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjref"><a href="#val-adjref" class="anchor"></a><code><span><span class="keyword">val</span> adjref : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="xref-unresolved">Stdlib</span>.ref</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-adjval"><a href="#val-adjval" class="anchor"></a><code><span><span class="keyword">val</span> adjval : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-shape"><a href="#val-shape" class="anchor"></a><code><span><span class="keyword">val</span> shape : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_float"><a href="#val-is_float" class="anchor"></a><code><span><span class="keyword">val</span> is_float : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_arr"><a href="#val-is_arr" class="anchor"></a><code><span><span class="keyword">val</span> is_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-row_num"><a href="#val-row_num" class="anchor"></a><code><span><span class="keyword">val</span> row_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of rows</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-col_num"><a href="#val-col_num" class="anchor"></a><code><span><span class="keyword">val</span> col_num : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of columns</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-numel"><a href="#val-numel" class="anchor"></a><code><span><span class="keyword">val</span> numel : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>number of elements</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_value"><a href="#val-clip_by_value" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_value : <span><span class="label">amin</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">amax</span>:<a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-clip_by_l2norm"><a href="#val-clip_by_l2norm" class="anchor"></a><code><span><span class="keyword">val</span> clip_by_l2norm : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>other functions, without tracking gradient</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-copy_primal'"><a href="#val-copy_primal'" class="anchor"></a><code><span><span class="keyword">val</span> copy_primal' : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tile"><a href="#val-tile" class="anchor"></a><code><span><span class="keyword">val</span> tile : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-repeat"><a href="#val-repeat" class="anchor"></a><code><span><span class="keyword">val</span> repeat : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_elt"><a href="#val-pack_elt" class="anchor"></a><code><span><span class="keyword">val</span> pack_elt : <span><a href="A/index.html#type-elt">A.elt</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>elt</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_elt"><a href="#val-unpack_elt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_elt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-elt">A.elt</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>elt</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_flt"><a href="#val-pack_flt" class="anchor"></a><code><span><span class="keyword">val</span> pack_flt : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>float</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-_f"><a href="#val-_f" class="anchor"></a><code><span><span class="keyword">val</span> _f : <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>A shortcut function for <code>F A.(float_to_elt x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_flt"><a href="#val-unpack_flt" class="anchor"></a><code><span><span class="keyword">val</span> unpack_flt : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>float</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pack_arr"><a href="#val-pack_arr" class="anchor"></a><code><span><span class="keyword">val</span> pack_arr : <span><a href="A/index.html#type-arr">A.arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>convert from <code>arr</code> type to <code>t</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-unpack_arr"><a href="#val-unpack_arr" class="anchor"></a><code><span><span class="keyword">val</span> unpack_arr : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="A/index.html#type-arr">A.arr</a></span></code></div><div class="spec-doc"><p>convert from <code>t</code> type to <code>arr</code> type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-deep_info"><a href="#val-deep_info" class="anchor"></a><code><span><span class="keyword">val</span> deep_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-type_info"><a href="#val-type_info" class="anchor"></a><code><span><span class="keyword">val</span> type_info : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_binop"><a href="#val-error_binop" class="anchor"></a><code><span><span class="keyword">val</span> error_binop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-error_uniop"><a href="#val-error_uniop" class="anchor"></a><code><span><span class="keyword">val</span> error_uniop : <span>string <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div></details></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_forward"><a href="#val-make_forward" class="anchor"></a><code><span><span class="keyword">val</span> make_forward : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-make_reverse"><a href="#val-make_reverse" class="anchor"></a><code><span><span class="keyword">val</span> make_reverse : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-reverse_prop"><a href="#val-reverse_prop" class="anchor"></a><code><span><span class="keyword">val</span> reverse_prop : <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff"><a href="#val-diff" class="anchor"></a><code><span><span class="keyword">val</span> diff : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p><code>diff f x</code> returns the exat derivative of a function <code>f : scalar -&gt; scalar</code> at point <code>x</code>. Simply calling <code>diff f</code> will return its derivative function <code>g</code> of the same type, i.e. <code>g : scalar -&gt; scalar</code>.</p><p>Keep calling this function will give you higher-order derivatives of <code>f</code>, i.e. <code>f |&gt; diff |&gt; diff |&gt; diff |&gt; ...</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-diff'"><a href="#val-diff'" class="anchor"></a><code><span><span class="keyword">val</span> diff' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>diff</code>, but return <code>(f x, diff f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad"><a href="#val-grad" class="anchor"></a><code><span><span class="keyword">val</span> grad : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>gradient of <code>f</code> : (vector -&gt; scalar) at <code>x</code>, reverse ad.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-grad'"><a href="#val-grad'" class="anchor"></a><code><span><span class="keyword">val</span> grad' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>grad</code>, but return <code>(f x, grad f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian"><a href="#val-jacobian" class="anchor"></a><code><span><span class="keyword">val</span> jacobian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian of <code>f</code> : (vector -&gt; vector) at <code>x</code>, both <code>x</code> and <code>y</code> are row vectors.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobian'"><a href="#val-jacobian'" class="anchor"></a><code><span><span class="keyword">val</span> jacobian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobian</code>, but return <code>(f x, jacobian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv"><a href="#val-jacobianv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>jacobian vector product of <code>f</code> : (vector -&gt; vector) at <code>x</code> along <code>v</code>, forward ad. Namely, it calcultes <code>(jacobian x) v</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianv'"><a href="#val-jacobianv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianv'</code>, but return <code>(f x, jacobianv f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv"><a href="#val-jacobianTv" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>transposed jacobian vector product of <code>f : (vector -&gt; vector)</code> at <code>x</code> along <code>v</code>, backward ad. Namely, it calculates <code>transpose ((jacobianv f x v))</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-jacobianTv'"><a href="#val-jacobianTv'" class="anchor"></a><code><span><span class="keyword">val</span> jacobianTv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>jacobianTv</code>, but return <code>(f x, transpose (jacobianv f x v))</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian"><a href="#val-hessian" class="anchor"></a><code><span><span class="keyword">val</span> hessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian of <code>f</code> : (scalar -&gt; scalar) at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessian'"><a href="#val-hessian'" class="anchor"></a><code><span><span class="keyword">val</span> hessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>simiarl to <code>hessian</code>, but return <code>(f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv"><a href="#val-hessianv" class="anchor"></a><code><span><span class="keyword">val</span> hessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>hessian vector product of <code>f</code> : (scalar -&gt; scalar) at <code>x</code> along <code>v</code>. Namely, it calculates <code>(hessian x) v</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hessianv'"><a href="#val-hessianv'" class="anchor"></a><code><span><span class="keyword">val</span> hessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>hessianv</code>, but return <code>(f x, hessianv f x v)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian"><a href="#val-laplacian" class="anchor"></a><code><span><span class="keyword">val</span> laplacian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>laplacian of <code>f : (scalar -&gt; scalar)</code> at <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplacian'"><a href="#val-laplacian'" class="anchor"></a><code><span><span class="keyword">val</span> laplacian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>similar to <code>laplacian</code>, but return <code>(f x, laplacian f x)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian"><a href="#val-gradhessian" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x, hessian f x)</code>, <code>f : (scalar -&gt; scalar)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessian'"><a href="#val-gradhessian'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessian' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x, hessian f x)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv"><a href="#val-gradhessianv" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(grad f x v, hessian f x v)</code></p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gradhessianv'"><a href="#val-gradhessianv'" class="anchor"></a><code><span><span class="keyword">val</span> gradhessianv' : <span><span>(<span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a>)</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-t">t</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-t">t</a> * <a href="#type-t">t</a> * <a href="#type-t">t</a></span></code></div><div class="spec-doc"><p>return <code>(f x, grad f x v, hessian f x v)</code></p></div></div><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <a href="../../../../../owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html">Owl_algodiff_ops_sig.Sig</a>
   <span class="keyword">with</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html#type-t">t</a> := <a href="#type-t">t</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html#type-elt">elt</a> := <a href="A/index.html#type-elt">A.elt</a></span>
    <span class="keyword">and</span> <span><span class="keyword">type</span> <a href="../../../../../owl-base/Owl_algodiff_ops_sig/module-type-Sig/index.html#type-arr">arr</a> := <a href="A/index.html#type-arr">A.arr</a></span>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Batch/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Batch/index.html
index 7f41300e4..184c9f3b2 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Batch/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Batch/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_regression_generic_sig.Sig.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Batch (owl.Owl_regression_generic_sig.Sig.Optimise.Batch)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Batch</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Batch</span></code></h1><p>Batch module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Full" class="def variant constructor anchored"><a href="#type-typ.Full" class="anchor"></a><code><span>| </span><span><span class="constructor">Full</span></span></code></li><li id="type-typ.Mini" class="def variant constructor anchored"><a href="#type-typ.Mini" class="anchor"></a><code><span>| </span><span><span class="constructor">Mini</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Sample" class="def variant constructor anchored"><a href="#type-typ.Sample" class="anchor"></a><code><span>| </span><span><span class="constructor">Sample</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Stochastic" class="def variant constructor anchored"><a href="#type-typ.Stochastic" class="anchor"></a><code><span>| </span><span><span class="constructor">Stochastic</span></span></code></li></ol></div><div class="spec-doc"><p>Types of batches.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-batches"><a href="#val-batches" class="anchor"></a><code><span><span class="keyword">val</span> batches : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of batches given a batch <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Checkpoint/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Checkpoint/index.html
index 0bfc99f26..75507acfd 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Checkpoint/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Checkpoint/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_regression_generic_sig.Sig.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Checkpoint (owl.Owl_regression_generic_sig.Sig.Optimise.Checkpoint)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Checkpoint</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Checkpoint</span></code></h1><p>Checkpoint module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span><span> = </span><span>{</span></code><ol><li id="type-state.current_batch" class="def record field anchored"><a href="#type-state.current_batch" class="anchor"></a><code><span><span class="keyword">mutable</span> current_batch : int;</span></code></li><li id="type-state.batches_per_epoch" class="def record field anchored"><a href="#type-state.batches_per_epoch" class="anchor"></a><code><span><span class="keyword">mutable</span> batches_per_epoch : int;</span></code></li><li id="type-state.epochs" class="def record field anchored"><a href="#type-state.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-state.batches" class="def record field anchored"><a href="#type-state.batches" class="anchor"></a><code><span><span class="keyword">mutable</span> batches : int;</span></code></li><li id="type-state.loss" class="def record field anchored"><a href="#type-state.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span>;</span></code></li><li id="type-state.start_at" class="def record field anchored"><a href="#type-state.start_at" class="anchor"></a><code><span><span class="keyword">mutable</span> start_at : float;</span></code></li><li id="type-state.stop" class="def record field anchored"><a href="#type-state.stop" class="anchor"></a><code><span><span class="keyword">mutable</span> stop : bool;</span></code></li><li id="type-state.gs" class="def record field anchored"><a href="#type-state.gs" class="anchor"></a><code><span><span class="keyword">mutable</span> gs : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ps" class="def record field anchored"><a href="#type-state.ps" class="anchor"></a><code><span><span class="keyword">mutable</span> ps : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.us" class="def record field anchored"><a href="#type-state.us" class="anchor"></a><code><span><span class="keyword">mutable</span> us : <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span>;</span></code></li><li id="type-state.ch" class="def record field anchored"><a href="#type-state.ch" class="anchor"></a><code><span><span class="keyword">mutable</span> ch : <span><span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> array</span> array</span>;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of checkpoint</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Batch" class="def variant constructor anchored"><a href="#type-typ.Batch" class="anchor"></a><code><span>| </span><span><span class="constructor">Batch</span> <span class="keyword">of</span> int</span></code></li><li id="type-typ.Epoch" class="def variant constructor anchored"><a href="#type-typ.Epoch" class="anchor"></a><code><span>| </span><span><span class="constructor">Epoch</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Batch type.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init_state"><a href="#val-init_state" class="anchor"></a><code><span><span class="keyword">val</span> init_state : <span>int <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <a href="#type-state">state</a></span></code></div><div class="spec-doc"><p><code>init_state batches_per_epoch epochs</code> initialises a state by specifying the number of batches per epoch and the number of epochs in total.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default_checkpoint_fun"><a href="#val-default_checkpoint_fun" class="anchor"></a><code><span><span class="keyword">val</span> default_checkpoint_fun : <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span>)</span> <span class="arrow">&#45;&gt;</span></span> <span class="type-var">'a</span></span></code></div><div class="spec-doc"><p>This function is used for saving intermediate files during optimisation.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_state_info"><a href="#val-print_state_info" class="anchor"></a><code><span><span class="keyword">val</span> print_state_info : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the detail information of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-print_summary"><a href="#val-print_summary" class="anchor"></a><code><span><span class="keyword">val</span> print_summary : <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Print out the summary of current <code>state</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-state">state</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Clipping/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Clipping/index.html
index f776f780f..ddd1cad45 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Clipping/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Clipping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_regression_generic_sig.Sig.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Clipping (owl.Owl_regression_generic_sig.Sig.Optimise.Clipping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Clipping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Clipping</span></code></h1><p>Clipping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Value" class="def variant constructor anchored"><a href="#type-typ.Value" class="anchor"></a><code><span>| </span><span><span class="constructor">Value</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of clipping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Gradient/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Gradient/index.html
index 472b68632..e5d28466d 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Gradient/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Gradient/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_regression_generic_sig.Sig.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Gradient (owl.Owl_regression_generic_sig.Sig.Optimise.Gradient)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Gradient</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Gradient</span></code></h1><p>Gradient module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.GD" class="def variant constructor anchored"><a href="#type-typ.GD" class="anchor"></a><code><span>| </span><span><span class="constructor">GD</span></span></code></li><li id="type-typ.CG" class="def variant constructor anchored"><a href="#type-typ.CG" class="anchor"></a><code><span>| </span><span><span class="constructor">CG</span></span></code></li><li id="type-typ.CD" class="def variant constructor anchored"><a href="#type-typ.CD" class="anchor"></a><code><span>| </span><span><span class="constructor">CD</span></span></code></li><li id="type-typ.NonlinearCG" class="def variant constructor anchored"><a href="#type-typ.NonlinearCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NonlinearCG</span></span></code></li><li id="type-typ.DaiYuanCG" class="def variant constructor anchored"><a href="#type-typ.DaiYuanCG" class="anchor"></a><code><span>| </span><span><span class="constructor">DaiYuanCG</span></span></code></li><li id="type-typ.NewtonCG" class="def variant constructor anchored"><a href="#type-typ.NewtonCG" class="anchor"></a><code><span>| </span><span><span class="constructor">NewtonCG</span></span></code></li><li id="type-typ.Newton" class="def variant constructor anchored"><a href="#type-typ.Newton" class="anchor"></a><code><span>| </span><span><span class="constructor">Newton</span></span></code></li></ol></div><div class="spec-doc"><p>Types of gradient function.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : 
   <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Learning_Rate/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Learning_Rate/index.html
index 0f8af4182..6a8f95661 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Learning_Rate/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Learning_Rate/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_regression_generic_sig.Sig.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Learning_Rate (owl.Owl_regression_generic_sig.Sig.Optimise.Learning_Rate)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Learning_Rate</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Learning_Rate</span></code></h1><p>Strategies for learning rate update</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Adagrad" class="def variant constructor anchored"><a href="#type-typ.Adagrad" class="anchor"></a><code><span>| </span><span><span class="constructor">Adagrad</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Decay" class="def variant constructor anchored"><a href="#type-typ.Decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Exp_decay" class="def variant constructor anchored"><a href="#type-typ.Exp_decay" class="anchor"></a><code><span>| </span><span><span class="constructor">Exp_decay</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.RMSprop" class="def variant constructor anchored"><a href="#type-typ.RMSprop" class="anchor"></a><code><span>| </span><span><span class="constructor">RMSprop</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.Adam" class="def variant constructor anchored"><a href="#type-typ.Adam" class="anchor"></a><code><span>| </span><span><span class="constructor">Adam</span> <span class="keyword">of</span> float * float * float</span></code></li><li id="type-typ.Schedule" class="def variant constructor anchored"><a href="#type-typ.Schedule" class="anchor"></a><code><span>| </span><span><span class="constructor">Schedule</span> <span class="keyword">of</span> <span>float array</span></span></code></li></ol></div><div class="spec-doc"><p>Representation of learning rate update strategies. Possible values include:</p><ul><li><code>Adam (alpha, beta1, beta2)</code>, see <a href="https://arxiv.org/abs/1412.6980">ref</a> for parameter meaning</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-update_ch"><a href="#val-update_ch" class="anchor"></a><code><span><span class="keyword">val</span> update_ch : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> array</span></span></code></div><div class="spec-doc"><p>Update the cache of gradients.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Loss/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Loss/index.html
index 0dca1a254..49ce9d0fb 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Loss/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Loss/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_regression_generic_sig.Sig.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Loss (owl.Owl_regression_generic_sig.Sig.Optimise.Loss)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Loss</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Loss</span></code></h1><p>Loss module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Hinge" class="def variant constructor anchored"><a href="#type-typ.Hinge" class="anchor"></a><code><span>| </span><span><span class="constructor">Hinge</span></span></code></li><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span></span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span></span></code></li><li id="type-typ.Quadratic" class="def variant constructor anchored"><a href="#type-typ.Quadratic" class="anchor"></a><code><span>| </span><span><span class="constructor">Quadratic</span></span></code></li><li id="type-typ.Cross_entropy" class="def variant constructor anchored"><a href="#type-typ.Cross_entropy" class="anchor"></a><code><span>| </span><span><span class="constructor">Cross_entropy</span></span></code></li><li id="type-typ.Custom" class="def variant constructor anchored"><a href="#type-typ.Custom" class="anchor"></a><code><span>| </span><span><span class="constructor">Custom</span> <span class="keyword">of</span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></li></ol></div><div class="spec-doc"><p>Types of loss functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Momentum/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Momentum/index.html
index 435ff0cf6..09e989af2 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Momentum/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Momentum/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_regression_generic_sig.Sig.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Momentum (owl.Owl_regression_generic_sig.Sig.Optimise.Momentum)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Momentum</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Momentum</span></code></h1><p>Momentum module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Standard" class="def variant constructor anchored"><a href="#type-typ.Standard" class="anchor"></a><code><span>| </span><span><span class="constructor">Standard</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Nesterov" class="def variant constructor anchored"><a href="#type-typ.Nesterov" class="anchor"></a><code><span>| </span><span><span class="constructor">Nesterov</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of momentum functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Params/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Params/index.html
index 40f3c3403..253acbf5c 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Params/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Params/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_regression_generic_sig.Sig.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Params (owl.Owl_regression_generic_sig.Sig.Optimise.Params)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Params</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Params</span></code></h1><p>Params module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span><span>{</span></code><ol><li id="type-typ.epochs" class="def record field anchored"><a href="#type-typ.epochs" class="anchor"></a><code><span><span class="keyword">mutable</span> epochs : float;</span></code></li><li id="type-typ.batch" class="def record field anchored"><a href="#type-typ.batch" class="anchor"></a><code><span><span class="keyword">mutable</span> batch : <a href="../Batch/index.html#type-typ">Batch.typ</a>;</span></code></li><li id="type-typ.gradient" class="def record field anchored"><a href="#type-typ.gradient" class="anchor"></a><code><span><span class="keyword">mutable</span> gradient : <a href="../Gradient/index.html#type-typ">Gradient.typ</a>;</span></code></li><li id="type-typ.loss" class="def record field anchored"><a href="#type-typ.loss" class="anchor"></a><code><span><span class="keyword">mutable</span> loss : <a href="../Loss/index.html#type-typ">Loss.typ</a>;</span></code></li><li id="type-typ.learning_rate" class="def record field anchored"><a href="#type-typ.learning_rate" class="anchor"></a><code><span><span class="keyword">mutable</span> learning_rate : <a href="../Learning_Rate/index.html#type-typ">Learning_Rate.typ</a>;</span></code></li><li id="type-typ.regularisation" class="def record field anchored"><a href="#type-typ.regularisation" class="anchor"></a><code><span><span class="keyword">mutable</span> regularisation : <a href="../Regularisation/index.html#type-typ">Regularisation.typ</a>;</span></code></li><li id="type-typ.momentum" class="def record field anchored"><a href="#type-typ.momentum" class="anchor"></a><code><span><span class="keyword">mutable</span> momentum : <a href="../Momentum/index.html#type-typ">Momentum.typ</a>;</span></code></li><li id="type-typ.clipping" class="def record field anchored"><a href="#type-typ.clipping" class="anchor"></a><code><span><span class="keyword">mutable</span> clipping : <a href="../Clipping/index.html#type-typ">Clipping.typ</a>;</span></code></li><li id="type-typ.stopping" class="def record field anchored"><a href="#type-typ.stopping" class="anchor"></a><code><span><span class="keyword">mutable</span> stopping : <a href="../Stopping/index.html#type-typ">Stopping.typ</a>;</span></code></li><li id="type-typ.checkpoint" class="def record field anchored"><a href="#type-typ.checkpoint" class="anchor"></a><code><span><span class="keyword">mutable</span> checkpoint : <a href="../Checkpoint/index.html#type-typ">Checkpoint.typ</a>;</span></code></li><li id="type-typ.verbosity" class="def record field anchored"><a href="#type-typ.verbosity" class="anchor"></a><code><span><span class="keyword">mutable</span> verbosity : bool;</span></code></li></ol><code><span>}</span></code></div><div class="spec-doc"><p>Type definition of parameter.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span>unit <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-config"><a href="#val-config" class="anchor"></a><code><span><span class="keyword">val</span> config : 
   <span><span class="optlabel">?batch</span>:<a href="../Batch/index.html#type-typ">Batch.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?gradient</span>:<a href="../Gradient/index.html#type-typ">Gradient.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?loss</span>:<a href="../Loss/index.html#type-typ">Loss.typ</a> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Regularisation/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Regularisation/index.html
index 93121701b..bab185c6b 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Regularisation/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Regularisation/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_regression_generic_sig.Sig.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Regularisation (owl.Owl_regression_generic_sig.Sig.Optimise.Regularisation)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Regularisation</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Regularisation</span></code></h1><p>Regularisation module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.L1norm" class="def variant constructor anchored"><a href="#type-typ.L1norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L1norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.L2norm" class="def variant constructor anchored"><a href="#type-typ.L2norm" class="anchor"></a><code><span>| </span><span><span class="constructor">L2norm</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Elastic_net" class="def variant constructor anchored"><a href="#type-typ.Elastic_net" class="anchor"></a><code><span>| </span><span><span class="constructor">Elastic_net</span> <span class="keyword">of</span> float * float</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of regularisation functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Stopping/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Stopping/index.html
index 28f059574..fcffca81f 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Stopping/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Stopping/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_regression_generic_sig.Sig.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Stopping (owl.Owl_regression_generic_sig.Sig.Optimise.Stopping)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Stopping</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Stopping</span></code></h1><p>Stopping module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-typ"><a href="#type-typ" class="anchor"></a><code><span><span class="keyword">type</span> typ</span><span> = </span></code><ol><li id="type-typ.Const" class="def variant constructor anchored"><a href="#type-typ.Const" class="anchor"></a><code><span>| </span><span><span class="constructor">Const</span> <span class="keyword">of</span> float</span></code></li><li id="type-typ.Early" class="def variant constructor anchored"><a href="#type-typ.Early" class="anchor"></a><code><span>| </span><span><span class="constructor">Early</span> <span class="keyword">of</span> int * int</span></code></li><li id="type-typ.None" class="def variant constructor anchored"><a href="#type-typ.None" class="anchor"></a><code><span>| </span><span><span class="constructor">None</span></span></code></li></ol></div><div class="spec-doc"><p>Types of stopping functions.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-run"><a href="#val-run" class="anchor"></a><code><span><span class="keyword">val</span> run : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> bool</span></code></div><div class="spec-doc"><p>Execute the computations defined in module <code>typ</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-default"><a href="#val-default" class="anchor"></a><code><span><span class="keyword">val</span> default : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-typ">typ</a></span></code></div><div class="spec-doc"><p>Create module <code>typ</code> with default values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-to_string"><a href="#val-to_string" class="anchor"></a><code><span><span class="keyword">val</span> to_string : <span><a href="#type-typ">typ</a> <span class="arrow">&#45;&gt;</span></span> string</span></code></div><div class="spec-doc"><p>Convert the module <code>typ</code> to its string representation.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Utils/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Utils/index.html
index df0e1f763..29c79ec76 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Utils/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/Utils/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_regression_generic_sig.Sig.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Utils (owl.Owl_regression_generic_sig.Sig.Optimise.Utils)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../../index.html">owl</a> &#x00BB; <a href="../../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../../index.html">Sig</a> &#x00BB; <a href="../index.html">Optimise</a> &#x00BB; Utils</nav><header class="odoc-preamble"><h1>Module <code><span>Optimise.Utils</span></code></h1><p>Utils module</p></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value anchored" id="val-sample_num"><a href="#val-sample_num" class="anchor"></a><code><span><span class="keyword">val</span> sample_num : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p>Return the total number of samples in passed in ndarray.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-draw_samples"><a href="#val-draw_samples" class="anchor"></a><code><span><span class="keyword">val</span> draw_samples : <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Algodiff/index.html#type-t">Algodiff.t</a> * <a href="../Algodiff/index.html#type-t">Algodiff.t</a></span></code></div><div class="spec-doc"><p><code>draw_samples x y</code> draws samples from both <code>x</code> (observations) and <code>y</code> (labels). The samples will be drew along axis 0, so <code>x</code> and <code>y</code> must agree along axis 0.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-get_chunk"><a href="#val-get_chunk" class="anchor"></a><code><span><span class="keyword">val</span> get_chunk : 
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span>int <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/index.html
index 503f450fa..2986e09ed 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/Optimise/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_regression_generic_sig.Sig.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../../owl-base/Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Optimise (owl.Owl_regression_generic_sig.Sig.Optimise)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../../index.html">owl</a> &#x00BB; <a href="../../index.html">Owl_regression_generic_sig</a> &#x00BB; <a href="../index.html">Sig</a> &#x00BB; Optimise</nav><header class="odoc-preamble"><h1>Module <code><span>Sig.Optimise</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#core-functions">Core functions</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Algodiff"><a href="#module-Algodiff" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Algodiff/index.html">Algodiff</a></span><span> : <a href="../../../../owl-base/Owl_algodiff_generic_sig/module-type-Sig/index.html">Owl_algodiff_generic_sig.Sig</a></span></code></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Utils"><a href="#module-Utils" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Utils/index.html">Utils</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Utils module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Learning_Rate"><a href="#module-Learning_Rate" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Learning_Rate/index.html">Learning_Rate</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Strategies for learning rate update</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Batch"><a href="#module-Batch" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Batch/index.html">Batch</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Batch module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Loss"><a href="#module-Loss" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Loss/index.html">Loss</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Loss module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Gradient"><a href="#module-Gradient" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Gradient/index.html">Gradient</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Gradient module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Momentum"><a href="#module-Momentum" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Momentum/index.html">Momentum</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Momentum module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Regularisation"><a href="#module-Regularisation" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Regularisation/index.html">Regularisation</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Regularisation module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Clipping"><a href="#module-Clipping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Clipping/index.html">Clipping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Clipping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Stopping"><a href="#module-Stopping" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Stopping/index.html">Stopping</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Stopping module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Checkpoint"><a href="#module-Checkpoint" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Checkpoint/index.html">Checkpoint</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Checkpoint module</p></div></div><div class="odoc-spec"><div class="spec module anchored" id="module-Params"><a href="#module-Params" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Params/index.html">Params</a></span><span> : <span class="keyword">sig</span> ... <span class="keyword">end</span></span></code></div><div class="spec-doc"><p>Params module</p></div></div><h5 id="core-functions"><a href="#core-functions" class="anchor"></a>Core functions</h5><div class="odoc-spec"><div class="spec value anchored" id="val-minimise_weight"><a href="#val-minimise_weight" class="anchor"></a><code><span><span class="keyword">val</span> minimise_weight : 
   <span><span class="optlabel">?state</span>:<a href="Checkpoint/index.html#type-state">Checkpoint.state</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Params/index.html#type-typ">Params.typ</a> <span class="arrow">&#45;&gt;</span></span>
   <span><span>(<span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span> <a href="Algodiff/index.html#type-t">Algodiff.t</a>)</span> <span class="arrow">&#45;&gt;</span></span>
@@ -28,4 +28,4 @@
   <span><span>(<span>string <span class="arrow">&#45;&gt;</span></span> unit)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="Algodiff/index.html#type-t">Algodiff.t</a> <span class="arrow">&#45;&gt;</span></span>
-  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <a href="Checkpoint/index.html#type-state">Checkpoint.state</a></span></code></div><div class="spec-doc"><p>This function is minimize the weights in a compiled neural network of graph structure.</p></div></div></div></body></html>
diff --git a/docs/owl/Owl_regression_generic_sig/module-type-Sig/index.html b/docs/owl/Owl_regression_generic_sig/module-type-Sig/index.html
index 1dab85994..00ce689be 100644
--- a/docs/owl/Owl_regression_generic_sig/module-type-Sig/index.html
+++ b/docs/owl/Owl_regression_generic_sig/module-type-Sig/index.html
@@ -1,8 +1,8 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl.Owl_regression_generic_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_regression_generic_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_regression_generic_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li><li><a href="#regression-models">Regression models</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <a href="../../../owl-base/Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a></span></code></div><div class="spec-doc"><p>Type of ndarray values.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="Optimise/Algodiff/A/index.html#type-elt">Optimise.Algodiff.A.elt</a></span></code></div><div class="spec-doc"><p>Type of scalar values.</p></div></div><h6 id="regression-models"><a href="#regression-models" class="anchor"></a>Regression models</h6><div class="odoc-spec"><div class="spec value anchored" id="val-ols"><a href="#val-ols" class="anchor"></a><code><span><span class="keyword">val</span> ols : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ridge"><a href="#val-ridge" class="anchor"></a><code><span><span class="keyword">val</span> ridge : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?alpha</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lasso"><a href="#val-lasso" class="anchor"></a><code><span><span class="keyword">val</span> lasso : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?alpha</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elastic_net"><a href="#val-elastic_net" class="anchor"></a><code><span><span class="keyword">val</span> elastic_net : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Sig (owl.Owl_regression_generic_sig.Sig)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../../index.html">owl</a> &#x00BB; <a href="../index.html">Owl_regression_generic_sig</a> &#x00BB; Sig</nav><header class="odoc-preamble"><h1>Module type <code><span>Owl_regression_generic_sig.Sig</span></code></h1></header><nav class="odoc-toc"><ul><li><a href="#type-definition">Type definition</a></li></ul></nav><div class="odoc-content"><div class="odoc-spec"><div class="spec module anchored" id="module-Optimise"><a href="#module-Optimise" class="anchor"></a><code><span><span class="keyword">module</span> <a href="Optimise/index.html">Optimise</a></span><span> : <a href="../../../owl-base/Owl_optimise_generic_sig/module-type-Sig/index.html">Owl_optimise_generic_sig.Sig</a></span></code></div></div><h6 id="type-definition"><a href="#type-definition" class="anchor"></a>Type definition</h6><div class="odoc-spec"><div class="spec type anchored" id="type-arr"><a href="#type-arr" class="anchor"></a><code><span><span class="keyword">type</span> arr</span><span> = <a href="Optimise/Algodiff/A/index.html#type-arr">Optimise.Algodiff.A.arr</a></span></code></div><div class="spec-doc"><p>Type of ndarray values.</p></div></div><div class="odoc-spec"><div class="spec type anchored" id="type-elt"><a href="#type-elt" class="anchor"></a><code><span><span class="keyword">type</span> elt</span><span> = <a href="Optimise/Algodiff/A/index.html#type-elt">Optimise.Algodiff.A.elt</a></span></code></div><div class="spec-doc"><p>Type of scalar values.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ols"><a href="#val-ols" class="anchor"></a><code><span><span class="keyword">val</span> ols : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p>Regression models</p><p><code>ols ?i x y</code> performs Ordinary Least Squares (OLS) regression on the data <code>x</code> and <code>y</code>.</p><ul><li><code>i</code> is an optional parameter indicating whether to include an intercept in the model. The default is <code>true</code>.</li><li><code>x</code> is the matrix of input features.</li><li><code>y</code> is the vector of output values. Returns an array of coefficients for the linear model.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ridge"><a href="#val-ridge" class="anchor"></a><code><span><span class="keyword">val</span> ridge : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?alpha</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p><code>ridge ?i ?alpha x y</code> performs Ridge regression on the data <code>x</code> and <code>y</code>.</p><ul><li><code>i</code> is an optional parameter indicating whether to include an intercept in the model. The default is <code>true</code>.</li><li><code>alpha</code> is the regularization strength parameter. The default value is 1.0.</li><li><code>x</code> is the matrix of input features.</li><li><code>y</code> is the vector of output values. Returns an array of coefficients for the linear model.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lasso"><a href="#val-lasso" class="anchor"></a><code><span><span class="keyword">val</span> lasso : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?alpha</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p><code>lasso ?i ?alpha x y</code> performs Lasso regression on the data <code>x</code> and <code>y</code>.</p><ul><li><code>i</code> is an optional parameter indicating whether to include an intercept in the model. The default is <code>true</code>.</li><li><code>alpha</code> is the regularization strength parameter. The default value is 1.0.</li><li><code>x</code> is the matrix of input features.</li><li><code>y</code> is the vector of output values. Returns an array of coefficients for the linear model.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-elastic_net"><a href="#val-elastic_net" class="anchor"></a><code><span><span class="keyword">val</span> elastic_net : 
   <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?alpha</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?l1_ratio</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span>
-  <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svm"><a href="#val-svm" class="anchor"></a><code><span><span class="keyword">val</span> svm : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic"><a href="#val-logistic" class="anchor"></a><code><span><span class="keyword">val</span> logistic : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential"><a href="#val-exponential" class="anchor"></a><code><span><span class="keyword">val</span> exponential : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poly"><a href="#val-poly" class="anchor"></a><code><span><span class="keyword">val</span> poly : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
+  <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p><code>elastic_net ?i ?alpha ?l1_ratio x y</code> performs Elastic Net regression on the data <code>x</code> and <code>y</code>.</p><ul><li><code>i</code> is an optional parameter indicating whether to include an intercept in the model. The default is <code>true</code>.</li><li><code>alpha</code> is the regularization strength parameter. The default value is 1.0.</li><li><code>l1_ratio</code> is the ratio between L1 and L2 regularization terms. The default value is 0.5.</li><li><code>x</code> is the matrix of input features.</li><li><code>y</code> is the vector of output values. Returns an array of coefficients for the linear model.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-svm"><a href="#val-svm" class="anchor"></a><code><span><span class="keyword">val</span> svm : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><span class="optlabel">?a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p><code>svm ?i ?a x y</code> performs Support Vector Machine (SVM) classification on the data <code>x</code> and <code>y</code>.</p><ul><li><code>i</code> is an optional parameter indicating whether to include an intercept in the model. The default is <code>true</code>.</li><li><code>a</code> is an optional parameter for the regularization parameter (commonly denoted as C). The default value is 1.0.</li><li><code>x</code> is the matrix of input features.</li><li><code>y</code> is the vector of output values. Returns an array of support vectors and coefficients.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic"><a href="#val-logistic" class="anchor"></a><code><span><span class="keyword">val</span> logistic : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> array</span></span></code></div><div class="spec-doc"><p><code>logistic ?i x y</code> performs logistic regression on the data <code>x</code> and <code>y</code>.</p><ul><li><code>i</code> is an optional parameter indicating whether to include an intercept in the model. The default is <code>true</code>.</li><li><code>x</code> is the matrix of input features.</li><li><code>y</code> is the vector of output values. Returns an array of coefficients for the logistic model.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential"><a href="#val-exponential" class="anchor"></a><code><span><span class="keyword">val</span> exponential : <span><span class="optlabel">?i</span>:bool <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a> * <a href="#type-elt">elt</a></span></code></div><div class="spec-doc"><p><code>exponential ?i x y</code> fits an exponential model to the data <code>x</code> and <code>y</code>.</p><ul><li><code>i</code> is an optional parameter indicating whether to include an intercept in the model. The default is <code>true</code>.</li><li><code>x</code> is the vector of input values.</li><li><code>y</code> is the vector of output values. Returns a tuple containing the coefficients of the exponential model.</li></ul></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-poly"><a href="#val-poly" class="anchor"></a><code><span><span class="keyword">val</span> poly : <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-arr">arr</a> <span class="arrow">&#45;&gt;</span></span> <span>int <span class="arrow">&#45;&gt;</span></span> <a href="#type-arr">arr</a></span></code></div><div class="spec-doc"><p><code>poly x y degree</code> fits a polynomial model of the specified <code>degree</code> to the data <code>x</code> and <code>y</code>.</p><ul><li><code>x</code> is the vector of input values.</li><li><code>y</code> is the vector of output values.</li><li><code>degree</code> specifies the degree of the polynomial. Returns the coefficients of the polynomial model.</li></ul></div></div></div></body></html>
diff --git a/docs/owl/Owl_signal/index.html b/docs/owl/Owl_signal/index.html
index c95b0b370..77bd12e28 100644
--- a/docs/owl/Owl_signal/index.html
+++ b/docs/owl/Owl_signal/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_signal (owl.Owl_signal)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_signal</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_signal</span></code></h1><p>Signal: Fundamental Signal Processing functions.</p></header><div class="odoc-content"><p><code>Basic window functions</code></p><div class="odoc-spec"><div class="spec value anchored" id="val-blackman"><a href="#val-blackman" class="anchor"></a><code><span><span class="keyword">val</span> blackman : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_dense_ndarray/D/index.html#type-arr">Owl_dense.Ndarray.D.arr</a></span></code></div><div class="spec-doc"><p>Blackman window is a taper formed by using the first three terms of a summation of cosines. It was designed to have close to the minimal leakage possible. <code>blackman m</code> returns a blackman window.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hamming"><a href="#val-hamming" class="anchor"></a><code><span><span class="keyword">val</span> hamming : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_dense_ndarray/D/index.html#type-arr">Owl_dense.Ndarray.D.arr</a></span></code></div><div class="spec-doc"><p>Hamming window is a taper formed by using a raised cosine with non-zero endpoints, optimized to minimize the nearest side lobe. <code>hamming m</code> returns a hamming window.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hann"><a href="#val-hann" class="anchor"></a><code><span><span class="keyword">val</span> hann : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_dense_ndarray/D/index.html#type-arr">Owl_dense.Ndarray.D.arr</a></span></code></div><div class="spec-doc"><p>Hann window is a taper formed by using a raised cosine or sine-squared with ends that touch zero. <code>hann m</code> returns a hann window.</p></div></div><p><code>Filter response function</code></p><div class="odoc-spec"><div class="spec value anchored" id="val-freqz"><a href="#val-freqz" class="anchor"></a><code><span><span class="keyword">val</span> freqz : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_signal (owl.Owl_signal)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_signal</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_signal</span></code></h1><p>Signal: Fundamental Signal Processing functions.</p></header><div class="odoc-content"><p>Basic window functions</p><div class="odoc-spec"><div class="spec value anchored" id="val-blackman"><a href="#val-blackman" class="anchor"></a><code><span><span class="keyword">val</span> blackman : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_dense_ndarray/D/index.html#type-arr">Owl_dense.Ndarray.D.arr</a></span></code></div><div class="spec-doc"><p>Blackman window is a taper formed by using the first three terms of a summation of cosines. It was designed to have close to the minimal leakage possible. <code>blackman m</code> returns a blackman window.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hamming"><a href="#val-hamming" class="anchor"></a><code><span><span class="keyword">val</span> hamming : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_dense_ndarray/D/index.html#type-arr">Owl_dense.Ndarray.D.arr</a></span></code></div><div class="spec-doc"><p>Hamming window is a taper formed by using a raised cosine with non-zero endpoints, optimized to minimize the nearest side lobe. <code>hamming m</code> returns a hamming window.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hann"><a href="#val-hann" class="anchor"></a><code><span><span class="keyword">val</span> hann : <span>int <span class="arrow">&#45;&gt;</span></span> <a href="../Owl_dense_ndarray/D/index.html#type-arr">Owl_dense.Ndarray.D.arr</a></span></code></div><div class="spec-doc"><p>Hann window is a taper formed by using a raised cosine or sine-squared with ends that touch zero. <code>hann m</code> returns a hann window.</p></div></div><p>Filter response function</p><div class="odoc-spec"><div class="spec value anchored" id="val-freqz"><a href="#val-freqz" class="anchor"></a><code><span><span class="keyword">val</span> freqz : 
   <span><span class="optlabel">?n</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?whole</span>:bool <span class="arrow">&#45;&gt;</span></span>
   <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_slicing/index.html b/docs/owl/Owl_slicing/index.html
index 6265992a0..621444118 100644
--- a/docs/owl/Owl_slicing/index.html
+++ b/docs/owl/Owl_slicing/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_slicing (owl.Owl_slicing)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_slicing</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_slicing</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../owl-base/Owl_base_slicing/index.html">Owl_base_slicing</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-sdlist_to_sdarray"><a href="#val-sdlist_to_sdarray" class="anchor"></a><code><span><span class="keyword">val</span> sdlist_to_sdarray : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../owl-base/Owl_types/index.html#type-index_">Owl_types.index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sdarray_to_sdarray"><a href="#val-sdarray_to_sdarray" class="anchor"></a><code><span><span class="keyword">val</span> sdarray_to_sdarray : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../owl-base/Owl_types/index.html#type-index_">Owl_types.index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_basic_slicing"><a href="#val-is_basic_slicing" class="anchor"></a><code><span><span class="keyword">val</span> is_basic_slicing : <span><span><a href="../../owl-base/Owl_types/index.html#type-index_">Owl_types.index_</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-check_slice_definition"><a href="#val-check_slice_definition" class="anchor"></a><code><span><span class="keyword">val</span> check_slice_definition : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_slicing (owl.Owl_slicing)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_slicing</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_slicing</span></code></h1></header><div class="odoc-content"><div class="odoc-include"><details open="open"><summary class="spec include"><code><span><span class="keyword">include</span> <span class="keyword">module</span> <span class="keyword">type</span> <span class="keyword">of</span> <span class="keyword">struct</span> <span class="keyword">include</span> <a href="../../owl-base/Owl_base_slicing/index.html">Owl_base_slicing</a> <span class="keyword">end</span></span></code></summary><div class="odoc-spec"><div class="spec value anchored" id="val-sdlist_to_sdarray"><a href="#val-sdlist_to_sdarray" class="anchor"></a><code><span><span class="keyword">val</span> sdlist_to_sdarray : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> list</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../owl-base/Owl_types/index.html#type-index_">Owl_types.index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-sdarray_to_sdarray"><a href="#val-sdarray_to_sdarray" class="anchor"></a><code><span><span class="keyword">val</span> sdarray_to_sdarray : <span><span><a href="../../owl-base/Owl_types/index.html#type-index">Owl_types.index</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><a href="../../owl-base/Owl_types/index.html#type-index_">Owl_types.index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-is_basic_slicing"><a href="#val-is_basic_slicing" class="anchor"></a><code><span><span class="keyword">val</span> is_basic_slicing : <span><span><a href="../../owl-base/Owl_types/index.html#type-index_">Owl_types.index_</a> array</span> <span class="arrow">&#45;&gt;</span></span> bool</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-check_slice_definition"><a href="#val-check_slice_definition" class="anchor"></a><code><span><span class="keyword">val</span> check_slice_definition : 
   <span><span><a href="../../owl-base/Owl_types/index.html#type-index_">Owl_types.index_</a> array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><a href="../../owl-base/Owl_types/index.html#type-index_">Owl_types.index_</a> array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_continuous_blksz"><a href="#val-calc_continuous_blksz" class="anchor"></a><code><span><span class="keyword">val</span> calc_continuous_blksz : <span><span><a href="../../owl-base/Owl_types/index.html#type-index_">Owl_types.index_</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> int * int</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-calc_slice_shape"><a href="#val-calc_slice_shape" class="anchor"></a><code><span><span class="keyword">val</span> calc_slice_shape : <span><span><a href="../../owl-base/Owl_types/index.html#type-index_">Owl_types.index_</a> array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-__foreach_continuous_blk"><a href="#val-__foreach_continuous_blk" class="anchor"></a><code><span><span class="keyword">val</span> __foreach_continuous_blk : 
diff --git a/docs/owl/Owl_slicing_basic/index.html b/docs/owl/Owl_slicing_basic/index.html
index 3545f5d66..de1d712fa 100644
--- a/docs/owl/Owl_slicing_basic/index.html
+++ b/docs/owl/Owl_slicing_basic/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_slicing_basic (owl.Owl_slicing_basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_slicing_basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_slicing_basic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_get_slice"><a href="#val-owl_float32_ndarray_get_slice" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_get_slice : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_slicing_basic (owl.Owl_slicing_basic)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_slicing_basic</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_slicing_basic</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_get_slice"><a href="#val-owl_float32_ndarray_get_slice" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_get_slice : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(int64, <span class="type-var">'c</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_slicing_fancy/index.html b/docs/owl/Owl_slicing_fancy/index.html
index 44b904c51..ab5c5b1f2 100644
--- a/docs/owl/Owl_slicing_fancy/index.html
+++ b/docs/owl/Owl_slicing_fancy/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_slicing_fancy (owl.Owl_slicing_fancy)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_slicing_fancy</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_slicing_fancy</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_get_fancy"><a href="#val-owl_float32_ndarray_get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_get_fancy : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_slicing_fancy (owl.Owl_slicing_fancy)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_slicing_fancy</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_slicing_fancy</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-owl_float32_ndarray_get_fancy"><a href="#val-owl_float32_ndarray_get_fancy" class="anchor"></a><code><span><span class="keyword">val</span> owl_float32_ndarray_get_fancy : 
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(<span class="type-var">'a</span>, <span class="type-var">'b</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
   <span><span><span>(int64, <span class="type-var">'c</span>)</span> <a href="../Owl_core_types/index.html#type-owl_arr">Owl_core_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_stats/index.html b/docs/owl/Owl_stats/index.html
index b687526a7..099cb9a63 100644
--- a/docs/owl/Owl_stats/index.html
+++ b/docs/owl/Owl_stats/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_stats (owl.Owl_stats)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script><link rel="stylesheet" href="../../odoc.support/katex.min.css"/><script src="../../odoc.support/katex.min.js"></script><script>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_stats (owl.Owl_stats)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script><link rel="stylesheet" href="../../odoc.support/katex.min.css"/><script src="../../odoc.support/katex.min.js"></script><script>
 //<![CDATA[
 
           document.addEventListener("DOMContentLoaded", function () {
@@ -27,7 +27,8 @@
   <span><span>[ <span>`Bins of <span>float array</span></span> <span><span>| `N</span> of int</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?weights</span>:<span>float array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span>
-  <a href="#type-histogram">histogram</a></span></code></div><div class="spec-doc"><p><code>histogram_sorted bins x</code> is like <code>histogram</code> but assumes that <code>x</code> is sorted already. This increases efficiency if there are less bins than data. Undefined results if <code>x</code> is not in fact sorted.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-normalise"><a href="#val-normalise" class="anchor"></a><code><span><span class="keyword">val</span> normalise : <span><a href="#type-histogram">histogram</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-histogram">histogram</a></span></code></div><div class="spec-doc"><p><code>normalize hist</code> calculates a probability mass function using <code>hist.weighted_counts</code> if present, otherwise using <code>hist.counts</code>. The result is stored in the <code>normalised_counts</code> field and sums to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-normalise_density"><a href="#val-normalise_density" class="anchor"></a><code><span><span class="keyword">val</span> normalise_density : <span><a href="#type-histogram">histogram</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-histogram">histogram</a></span></code></div><div class="spec-doc"><p><code>normalize_density hist</code> calculates a probability density function using <code>hist.weighted_counts</code> if present, otherwise using <code>hist.counts</code>. The result is normalized as a density that is piecewise constant over the bin intervals. That is, the sum over density times corresponding bin width is one. If bins are infinitely wide, their density is 0 and the sum over width times density of all finite bins is the total weight in the finite bins. The result is stored in the <code>density</code> field.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_hist"><a href="#val-pp_hist" class="anchor"></a><code><span><span class="keyword">val</span> pp_hist : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-histogram">histogram</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Pretty-print summary information on a histogram record</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ecdf"><a href="#val-ecdf" class="anchor"></a><code><span><span class="keyword">val</span> ecdf : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span> * <span>float array</span></span></code></div><div class="spec-doc"><p><code>ecdf x</code> returns <code>(x',f)</code> which are the empirical cumulative distribution function <code>f</code> of <code>x</code> at points <code>x'</code>. <code>x'</code> is just <code>x</code> sorted in increasing order with duplicates removed. The function does not support <code>nan</code> values in the array <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-z_score"><a href="#val-z_score" class="anchor"></a><code><span><span class="keyword">val</span> z_score : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p><code>z_score x</code> calculates the z score of a given array <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_score"><a href="#val-t_score" class="anchor"></a><code><span><span class="keyword">val</span> t_score : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p><code>t_score x</code> calculates the t score of a given array <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-normlise_pdf"><a href="#val-normlise_pdf" class="anchor"></a><code><span><span class="keyword">val</span> normlise_pdf : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tukey_fences"><a href="#val-tukey_fences" class="anchor"></a><code><span><span class="keyword">val</span> tukey_fences : <span><span class="optlabel">?k</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p><code>tukey_fences ?k x</code> returns a tuple of the lower and upper boundaries for values that are not outliers. <code>k</code> defaults to the standard coefficient of <code>1.5</code>. For first and third quartiles <code>Q1</code> and `Q3`, the range is computed as follows:</p><p>.. math:: (Q1 - k*(Q3-Q1), Q3 + k*(Q3-Q1))</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_kde"><a href="#val-gaussian_kde" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_kde : 
+  <a href="#type-histogram">histogram</a></span></code></div><div class="spec-doc"><p><code>histogram_sorted bins x</code> is like <code>histogram</code> but assumes that <code>x</code> is sorted already. This increases efficiency if there are less bins than data. Undefined results if <code>x</code> is not in fact sorted.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-normalise"><a href="#val-normalise" class="anchor"></a><code><span><span class="keyword">val</span> normalise : <span><a href="#type-histogram">histogram</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-histogram">histogram</a></span></code></div><div class="spec-doc"><p><code>normalize hist</code> calculates a probability mass function using <code>hist.weighted_counts</code> if present, otherwise using <code>hist.counts</code>. The result is stored in the <code>normalised_counts</code> field and sums to one.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-normalise_density"><a href="#val-normalise_density" class="anchor"></a><code><span><span class="keyword">val</span> normalise_density : <span><a href="#type-histogram">histogram</a> <span class="arrow">&#45;&gt;</span></span> <a href="#type-histogram">histogram</a></span></code></div><div class="spec-doc"><p><code>normalize_density hist</code> calculates a probability density function using <code>hist.weighted_counts</code> if present, otherwise using <code>hist.counts</code>. The result is normalized as a density that is piecewise constant over the bin intervals. That is, the sum over density times corresponding bin width is one. If bins are infinitely wide, their density is 0 and the sum over width times density of all finite bins is the total weight in the finite bins. The result is stored in the <code>density</code> field.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-pp_hist"><a href="#val-pp_hist" class="anchor"></a><code><span><span class="keyword">val</span> pp_hist : <span><span class="xref-unresolved">Stdlib</span>.Format.formatter <span class="arrow">&#45;&gt;</span></span> <span><a href="#type-histogram">histogram</a> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div><div class="spec-doc"><p>Pretty-print summary information on a histogram record</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-ecdf"><a href="#val-ecdf" class="anchor"></a><code><span><span class="keyword">val</span> ecdf : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span> * <span>float array</span></span></code></div><div class="spec-doc"><p><code>ecdf x</code> returns <code>(x',f)</code> which are the empirical cumulative distribution function <code>f</code> of <code>x</code> at points <code>x'</code>. <code>x'</code> is just <code>x</code> sorted in increasing order with duplicates removed. The function does not support <code>nan</code> values in the array <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-z_score"><a href="#val-z_score" class="anchor"></a><code><span><span class="keyword">val</span> z_score : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p><code>z_score x</code> calculates the z score of a given array <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_score"><a href="#val-t_score" class="anchor"></a><code><span><span class="keyword">val</span> t_score : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p><code>t_score x</code> calculates the t score of a given array <code>x</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-normlise_pdf"><a href="#val-normlise_pdf" class="anchor"></a><code><span><span class="keyword">val</span> normlise_pdf : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-tukey_fences"><a href="#val-tukey_fences" class="anchor"></a><code><span><span class="keyword">val</span> tukey_fences : <span><span class="optlabel">?k</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float * float</span></code></div><div class="spec-doc"><p><code>tukey_fences ?k x</code> returns a tuple of the lower and upper boundaries for values that are not outliers. <code>k</code> defaults to the standard coefficient of <code>1.5</code>. For first and third quartiles <code>Q1</code> and `Q3`, the range is computed as follows:</p><div><pre class="odoc-katex-math display">
+  (Q1 - k*(Q3-Q1), Q3 + k*(Q3-Q1))</pre></div></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_kde"><a href="#val-gaussian_kde" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_kde : 
   <span><span class="optlabel">?bandwidth</span>:<span>[ `Silverman <span>| `Scott</span> ]</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="optlabel">?n_points</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span>
@@ -89,5 +90,6 @@
   <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span>
   <a href="#type-hypothesis">hypothesis</a></span></code></div><div class="spec-doc"><p>TODO</p></div></div><h6 id="discrete-random-variables"><a href="#discrete-random-variables" class="anchor"></a>Discrete random variables</h6><p>The <code>_rvs</code> functions generate random numbers according to the specified distribution. <code>_pdf</code> are &quot;density&quot; functions that return the probability of the element specified by the arguments, while <code>_cdf</code> functions are cumulative distribution functions that return the probability of all elements less than or equal to the chosen element, and <code>_sf</code> functions are survival functions returning one minus the corresponding CDF function. `log` versions of functions return the result for the natural logarithm of a chosen element.</p><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_int_rvs"><a href="#val-uniform_int_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_int_rvs : <span><span class="label">a</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>uniform_rvs ~a ~b</code> returns a random uniformly distributed integer between <code>a</code> and <code>b</code>, inclusive.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-binomial_rvs"><a href="#val-binomial_rvs" class="anchor"></a><code><span><span class="keyword">val</span> binomial_rvs : <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>binomial_rvs p n</code> returns a random integer representing the number of successes in <code>n</code> trials with probability of success <code>p</code> on each trial.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-binomial_pdf"><a href="#val-binomial_pdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_pdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>binomial_pdf k ~p ~n</code> returns the binomially distributed probability of <code>k</code> successes in <code>n</code> trials with probability <code>p</code> of success on each trial.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-binomial_logpdf"><a href="#val-binomial_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_logpdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>binomial_logpdf k ~p ~n</code> returns the log-binomially distributed probability of <code>k</code> successes in <code>n</code> trials with probability <code>p</code> of success on each trial.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-binomial_cdf"><a href="#val-binomial_cdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_cdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>binomial_cdf k ~p ~n</code> returns the binomially distributed cumulative probability of less than or equal to <code>k</code> successes in <code>n</code> trials, with probability <code>p</code> on each trial.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-binomial_logcdf"><a href="#val-binomial_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_logcdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>binomial_logcdf k ~p ~n</code> returns the log-binomially distributed cumulative probability of less than or equal to <code>k</code> successes in <code>n</code> trials, with probability <code>p</code> on each trial.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-binomial_sf"><a href="#val-binomial_sf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_sf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>binomial_sf k ~p ~n</code> is the binomial survival function, i.e. <code>1 - (binomial_cdf k ~p ~n)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-binomial_logsf"><a href="#val-binomial_logsf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_logsf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>binomial_loggf k ~p ~n</code> is the logbinomial survival function, i.e. <code>1 - (binomial_logcdf k ~p ~n)</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypergeometric_rvs"><a href="#val-hypergeometric_rvs" class="anchor"></a><code><span><span class="keyword">val</span> hypergeometric_rvs : <span><span class="label">good</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">bad</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sample</span>:int <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>hypergeometric_rvs ~good ~bad ~sample</code> returns a random hypergeometrically distributed integer representing the number of successes in a sample (without replacement) of size <code>~sample</code> from a population with <code>~good</code> successful elements and <code>~bad</code> unsuccessful elements.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypergeometric_pdf"><a href="#val-hypergeometric_pdf" class="anchor"></a><code><span><span class="keyword">val</span> hypergeometric_pdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">good</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">bad</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sample</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>hypergeometric_pdf k ~good ~bad ~sample</code> returns the hypergeometrically distributed probability of <code>k</code> successes in a sample (without replacement) of <code>~sample</code> elements from a population containing <code>~good</code> successful elements and <code>~bad</code> unsuccessful ones.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-hypergeometric_logpdf"><a href="#val-hypergeometric_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> hypergeometric_logpdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">good</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">bad</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sample</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>hypergeometric_logpdf k ~good ~bad ~sample</code> returns a value equivalent to a log-transformed result from <code>hypergeometric_pdf</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-multinomial_rvs"><a href="#val-multinomial_rvs" class="anchor"></a><code><span><span class="keyword">val</span> multinomial_rvs : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:<span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>int array</span></span></code></div><div class="spec-doc"><p><code>multinomial_rvs n ~p</code> generates random numbers of multinomial distribution from <code>n</code> trials. The probability mass function is as follows.</p><div><pre class="odoc-katex-math display">  P(x) = \frac{n!}{{x_1}! \cdot\cdot\cdot {x_k}!} p_{1}^{x_1} \cdot\cdot\cdot p_{k}^{x_k}
-</pre></div><p><code>p</code> is the probability mass of <code>k</code> categories. The elements in <code>p</code> should all be positive (result is undefined if there are negative values), but they don't need to sum to 1: the result is the same whether or not <code>p</code> is normalized. For implementation details, refer to :cite:`davis1993computer`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-multinomial_pdf"><a href="#val-multinomial_pdf" class="anchor"></a><code><span><span class="keyword">val</span> multinomial_pdf : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:<span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>multinomial_rvs x ~p</code> return the probability of <code>x</code> given the probability mass of a multinomial distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-multinomial_logpdf"><a href="#val-multinomial_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> multinomial_logpdf : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:<span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>multinomial_rvs x ~p</code> returns the logarithm probability of <code>x</code> given the probability mass of a multinomial distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-categorical_rvs"><a href="#val-categorical_rvs" class="anchor"></a><code><span><span class="keyword">val</span> categorical_rvs : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>categorical_rvs p</code> returns the value of a random variable which follows the categorical distribution. This is equavalent to only one trial from <code>multinomial_rvs</code> function, so it is just a simple wrapping.</p></div></div><h6 id="continuous-random-variables"><a href="#continuous-random-variables" class="anchor"></a>Continuous random variables</h6><div class="odoc-spec"><div class="spec value anchored" id="val-std_uniform_rvs"><a href="#val-std_uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_uniform_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_rvs"><a href="#val-uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_pdf"><a href="#val-uniform_pdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logpdf"><a href="#val-uniform_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_cdf"><a href="#val-uniform_cdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logcdf"><a href="#val-uniform_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_ppf"><a href="#val-uniform_ppf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_sf"><a href="#val-uniform_sf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logsf"><a href="#val-uniform_logsf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_isf"><a href="#val-uniform_isf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_rvs"><a href="#val-exponential_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponential_rvs : <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_pdf"><a href="#val-exponential_pdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logpdf"><a href="#val-exponential_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_cdf"><a href="#val-exponential_cdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logcdf"><a href="#val-exponential_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_ppf"><a href="#val-exponential_ppf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_sf"><a href="#val-exponential_sf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logsf"><a href="#val-exponential_logsf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_isf"><a href="#val-exponential_isf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_rvs"><a href="#val-exponpow_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>.. math:: p(x) dx = (1/(2 a Gamma(1+1/b))) * exp(-|x/a|^b) dx</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_pdf"><a href="#val-exponpow_pdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_logpdf"><a href="#val-exponpow_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_cdf"><a href="#val-exponpow_cdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_logcdf"><a href="#val-exponpow_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_sf"><a href="#val-exponpow_sf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_logsf"><a href="#val-exponpow_logsf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_rvs"><a href="#val-gaussian_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_pdf"><a href="#val-gaussian_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logpdf"><a href="#val-gaussian_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_cdf"><a href="#val-gaussian_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logcdf"><a href="#val-gaussian_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_ppf"><a href="#val-gaussian_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_sf"><a href="#val-gaussian_sf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logsf"><a href="#val-gaussian_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_isf"><a href="#val-gaussian_isf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_rvs"><a href="#val-gamma_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gamma_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_pdf"><a href="#val-gamma_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logpdf"><a href="#val-gamma_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_cdf"><a href="#val-gamma_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logcdf"><a href="#val-gamma_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_ppf"><a href="#val-gamma_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_sf"><a href="#val-gamma_sf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logsf"><a href="#val-gamma_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_isf"><a href="#val-gamma_isf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_rvs"><a href="#val-beta_rvs" class="anchor"></a><code><span><span class="keyword">val</span> beta_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_pdf"><a href="#val-beta_pdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logpdf"><a href="#val-beta_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_cdf"><a href="#val-beta_cdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logcdf"><a href="#val-beta_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_ppf"><a href="#val-beta_ppf" class="anchor"></a><code><span><span class="keyword">val</span> beta_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_sf"><a href="#val-beta_sf" class="anchor"></a><code><span><span class="keyword">val</span> beta_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logsf"><a href="#val-beta_logsf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_isf"><a href="#val-beta_isf" class="anchor"></a><code><span><span class="keyword">val</span> beta_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_rvs"><a href="#val-chi2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> chi2_rvs : <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_pdf"><a href="#val-chi2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logpdf"><a href="#val-chi2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_cdf"><a href="#val-chi2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logcdf"><a href="#val-chi2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_ppf"><a href="#val-chi2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_sf"><a href="#val-chi2_sf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logsf"><a href="#val-chi2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_isf"><a href="#val-chi2_isf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_rvs"><a href="#val-f_rvs" class="anchor"></a><code><span><span class="keyword">val</span> f_rvs : <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_pdf"><a href="#val-f_pdf" class="anchor"></a><code><span><span class="keyword">val</span> f_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logpdf"><a href="#val-f_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_cdf"><a href="#val-f_cdf" class="anchor"></a><code><span><span class="keyword">val</span> f_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logcdf"><a href="#val-f_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_ppf"><a href="#val-f_ppf" class="anchor"></a><code><span><span class="keyword">val</span> f_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_sf"><a href="#val-f_sf" class="anchor"></a><code><span><span class="keyword">val</span> f_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logsf"><a href="#val-f_logsf" class="anchor"></a><code><span><span class="keyword">val</span> f_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_isf"><a href="#val-f_isf" class="anchor"></a><code><span><span class="keyword">val</span> f_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_rvs"><a href="#val-cauchy_rvs" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_pdf"><a href="#val-cauchy_pdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logpdf"><a href="#val-cauchy_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_cdf"><a href="#val-cauchy_cdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logcdf"><a href="#val-cauchy_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_ppf"><a href="#val-cauchy_ppf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_sf"><a href="#val-cauchy_sf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logsf"><a href="#val-cauchy_logsf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_isf"><a href="#val-cauchy_isf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_rvs"><a href="#val-t_rvs" class="anchor"></a><code><span><span class="keyword">val</span> t_rvs : <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_pdf"><a href="#val-t_pdf" class="anchor"></a><code><span><span class="keyword">val</span> t_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_logpdf"><a href="#val-t_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> t_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_cdf"><a href="#val-t_cdf" class="anchor"></a><code><span><span class="keyword">val</span> t_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_logcdf"><a href="#val-t_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> t_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_ppf"><a href="#val-t_ppf" class="anchor"></a><code><span><span class="keyword">val</span> t_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_sf"><a href="#val-t_sf" class="anchor"></a><code><span><span class="keyword">val</span> t_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_logsf"><a href="#val-t_logsf" class="anchor"></a><code><span><span class="keyword">val</span> t_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_isf"><a href="#val-t_isf" class="anchor"></a><code><span><span class="keyword">val</span> t_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_rvs"><a href="#val-vonmises_rvs" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_pdf"><a href="#val-vonmises_pdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_logpdf"><a href="#val-vonmises_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_cdf"><a href="#val-vonmises_cdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_logcdf"><a href="#val-vonmises_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_sf"><a href="#val-vonmises_sf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_logsf"><a href="#val-vonmises_logsf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_rvs"><a href="#val-lomax_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lomax_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_pdf"><a href="#val-lomax_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logpdf"><a href="#val-lomax_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_cdf"><a href="#val-lomax_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logcdf"><a href="#val-lomax_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_ppf"><a href="#val-lomax_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_sf"><a href="#val-lomax_sf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logsf"><a href="#val-lomax_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_isf"><a href="#val-lomax_isf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_rvs"><a href="#val-weibull_rvs" class="anchor"></a><code><span><span class="keyword">val</span> weibull_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_pdf"><a href="#val-weibull_pdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logpdf"><a href="#val-weibull_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_cdf"><a href="#val-weibull_cdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logcdf"><a href="#val-weibull_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_ppf"><a href="#val-weibull_ppf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_sf"><a href="#val-weibull_sf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logsf"><a href="#val-weibull_logsf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_isf"><a href="#val-weibull_isf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_rvs"><a href="#val-laplace_rvs" class="anchor"></a><code><span><span class="keyword">val</span> laplace_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_pdf"><a href="#val-laplace_pdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logpdf"><a href="#val-laplace_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_cdf"><a href="#val-laplace_cdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logcdf"><a href="#val-laplace_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_ppf"><a href="#val-laplace_ppf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_sf"><a href="#val-laplace_sf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logsf"><a href="#val-laplace_logsf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_isf"><a href="#val-laplace_isf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_rvs"><a href="#val-gumbel1_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_pdf"><a href="#val-gumbel1_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logpdf"><a href="#val-gumbel1_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_cdf"><a href="#val-gumbel1_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logcdf"><a href="#val-gumbel1_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_ppf"><a href="#val-gumbel1_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_sf"><a href="#val-gumbel1_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logsf"><a href="#val-gumbel1_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_isf"><a href="#val-gumbel1_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_rvs"><a href="#val-gumbel2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_pdf"><a href="#val-gumbel2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logpdf"><a href="#val-gumbel2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_cdf"><a href="#val-gumbel2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logcdf"><a href="#val-gumbel2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_ppf"><a href="#val-gumbel2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_sf"><a href="#val-gumbel2_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logsf"><a href="#val-gumbel2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_isf"><a href="#val-gumbel2_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_rvs"><a href="#val-logistic_rvs" class="anchor"></a><code><span><span class="keyword">val</span> logistic_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_pdf"><a href="#val-logistic_pdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logpdf"><a href="#val-logistic_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_cdf"><a href="#val-logistic_cdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logcdf"><a href="#val-logistic_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_ppf"><a href="#val-logistic_ppf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_sf"><a href="#val-logistic_sf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logsf"><a href="#val-logistic_logsf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_isf"><a href="#val-logistic_isf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_rvs"><a href="#val-lognormal_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_pdf"><a href="#val-lognormal_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logpdf"><a href="#val-lognormal_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_cdf"><a href="#val-lognormal_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logcdf"><a href="#val-lognormal_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_ppf"><a href="#val-lognormal_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_sf"><a href="#val-lognormal_sf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logsf"><a href="#val-lognormal_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_isf"><a href="#val-lognormal_isf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_rvs"><a href="#val-rayleigh_rvs" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_rvs : <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_pdf"><a href="#val-rayleigh_pdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logpdf"><a href="#val-rayleigh_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_cdf"><a href="#val-rayleigh_cdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logcdf"><a href="#val-rayleigh_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_ppf"><a href="#val-rayleigh_ppf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_sf"><a href="#val-rayleigh_sf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logsf"><a href="#val-rayleigh_logsf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_isf"><a href="#val-rayleigh_isf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dirichlet_rvs"><a href="#val-dirichlet_rvs" class="anchor"></a><code><span><span class="keyword">val</span> dirichlet_rvs : <span><span class="label">alpha</span>:<span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p><code>dirichlet_rvs ~alpha</code> returns random variables of <code>K-1</code> order Dirichlet distribution, follows the following probability dense function.</p><div><pre class="odoc-katex-math display">f(x_1,...,x_K; \alpha_1,...,\alpha_K) = \frac{1}{\mathbf{B(\alpha)}} \prod_{i=1}^K x_i^{\alpha_i - 1}  </pre></div><p>The normalising constant is the multivariate Beta function, which can be expressed in terms of the gamma function:</p><div><pre class="odoc-katex-math display">\mathbf{B(\alpha)} = \frac{\prod_{i=1}^K \Gamma(\alpha_i)}{\Gamma(\sum_{i=1}^K \alpha_i)}
+</pre></div><p><code>p</code> is the probability mass of <code>k</code> categories. The elements in <code>p</code> should all be positive (result is undefined if there are negative values), but they don't need to sum to 1: the result is the same whether or not <code>p</code> is normalized. For implementation details, refer to :cite:`davis1993computer`.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-multinomial_pdf"><a href="#val-multinomial_pdf" class="anchor"></a><code><span><span class="keyword">val</span> multinomial_pdf : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:<span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>multinomial_rvs x ~p</code> return the probability of <code>x</code> given the probability mass of a multinomial distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-multinomial_logpdf"><a href="#val-multinomial_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> multinomial_logpdf : <span><span>int array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:<span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p><code>multinomial_rvs x ~p</code> returns the logarithm probability of <code>x</code> given the probability mass of a multinomial distribution.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-categorical_rvs"><a href="#val-categorical_rvs" class="anchor"></a><code><span><span class="keyword">val</span> categorical_rvs : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> int</span></code></div><div class="spec-doc"><p><code>categorical_rvs p</code> returns the value of a random variable which follows the categorical distribution. This is equavalent to only one trial from <code>multinomial_rvs</code> function, so it is just a simple wrapping.</p></div></div><h6 id="continuous-random-variables"><a href="#continuous-random-variables" class="anchor"></a>Continuous random variables</h6><div class="odoc-spec"><div class="spec value anchored" id="val-std_uniform_rvs"><a href="#val-std_uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_uniform_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_rvs"><a href="#val-uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_pdf"><a href="#val-uniform_pdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logpdf"><a href="#val-uniform_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_cdf"><a href="#val-uniform_cdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logcdf"><a href="#val-uniform_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_ppf"><a href="#val-uniform_ppf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_sf"><a href="#val-uniform_sf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_logsf"><a href="#val-uniform_logsf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-uniform_isf"><a href="#val-uniform_isf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_rvs"><a href="#val-exponential_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponential_rvs : <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_pdf"><a href="#val-exponential_pdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logpdf"><a href="#val-exponential_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_cdf"><a href="#val-exponential_cdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logcdf"><a href="#val-exponential_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_ppf"><a href="#val-exponential_ppf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_sf"><a href="#val-exponential_sf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_logsf"><a href="#val-exponential_logsf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponential_isf"><a href="#val-exponential_isf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_rvs"><a href="#val-exponpow_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><div><pre class="odoc-katex-math display">
+  p(x) dx = (1/(2 a Gamma(1+1/b))) * exp(-|x/a|^b) dx</pre></div></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_pdf"><a href="#val-exponpow_pdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_logpdf"><a href="#val-exponpow_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_cdf"><a href="#val-exponpow_cdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_logcdf"><a href="#val-exponpow_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_sf"><a href="#val-exponpow_sf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-exponpow_logsf"><a href="#val-exponpow_logsf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_rvs"><a href="#val-gaussian_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_pdf"><a href="#val-gaussian_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logpdf"><a href="#val-gaussian_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_cdf"><a href="#val-gaussian_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logcdf"><a href="#val-gaussian_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_ppf"><a href="#val-gaussian_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_sf"><a href="#val-gaussian_sf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_logsf"><a href="#val-gaussian_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gaussian_isf"><a href="#val-gaussian_isf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_rvs"><a href="#val-gamma_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gamma_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_pdf"><a href="#val-gamma_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logpdf"><a href="#val-gamma_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_cdf"><a href="#val-gamma_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logcdf"><a href="#val-gamma_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_ppf"><a href="#val-gamma_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_sf"><a href="#val-gamma_sf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_logsf"><a href="#val-gamma_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gamma_isf"><a href="#val-gamma_isf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_rvs"><a href="#val-beta_rvs" class="anchor"></a><code><span><span class="keyword">val</span> beta_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_pdf"><a href="#val-beta_pdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logpdf"><a href="#val-beta_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_cdf"><a href="#val-beta_cdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logcdf"><a href="#val-beta_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_ppf"><a href="#val-beta_ppf" class="anchor"></a><code><span><span class="keyword">val</span> beta_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_sf"><a href="#val-beta_sf" class="anchor"></a><code><span><span class="keyword">val</span> beta_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_logsf"><a href="#val-beta_logsf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-beta_isf"><a href="#val-beta_isf" class="anchor"></a><code><span><span class="keyword">val</span> beta_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_rvs"><a href="#val-chi2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> chi2_rvs : <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_pdf"><a href="#val-chi2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logpdf"><a href="#val-chi2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_cdf"><a href="#val-chi2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logcdf"><a href="#val-chi2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_ppf"><a href="#val-chi2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_sf"><a href="#val-chi2_sf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_logsf"><a href="#val-chi2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-chi2_isf"><a href="#val-chi2_isf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_rvs"><a href="#val-f_rvs" class="anchor"></a><code><span><span class="keyword">val</span> f_rvs : <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_pdf"><a href="#val-f_pdf" class="anchor"></a><code><span><span class="keyword">val</span> f_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logpdf"><a href="#val-f_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_cdf"><a href="#val-f_cdf" class="anchor"></a><code><span><span class="keyword">val</span> f_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logcdf"><a href="#val-f_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_ppf"><a href="#val-f_ppf" class="anchor"></a><code><span><span class="keyword">val</span> f_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_sf"><a href="#val-f_sf" class="anchor"></a><code><span><span class="keyword">val</span> f_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_logsf"><a href="#val-f_logsf" class="anchor"></a><code><span><span class="keyword">val</span> f_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-f_isf"><a href="#val-f_isf" class="anchor"></a><code><span><span class="keyword">val</span> f_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_rvs"><a href="#val-cauchy_rvs" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_pdf"><a href="#val-cauchy_pdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logpdf"><a href="#val-cauchy_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_cdf"><a href="#val-cauchy_cdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logcdf"><a href="#val-cauchy_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_ppf"><a href="#val-cauchy_ppf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_sf"><a href="#val-cauchy_sf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_logsf"><a href="#val-cauchy_logsf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-cauchy_isf"><a href="#val-cauchy_isf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_rvs"><a href="#val-t_rvs" class="anchor"></a><code><span><span class="keyword">val</span> t_rvs : <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_pdf"><a href="#val-t_pdf" class="anchor"></a><code><span><span class="keyword">val</span> t_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_logpdf"><a href="#val-t_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> t_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_cdf"><a href="#val-t_cdf" class="anchor"></a><code><span><span class="keyword">val</span> t_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_logcdf"><a href="#val-t_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> t_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_ppf"><a href="#val-t_ppf" class="anchor"></a><code><span><span class="keyword">val</span> t_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_sf"><a href="#val-t_sf" class="anchor"></a><code><span><span class="keyword">val</span> t_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_logsf"><a href="#val-t_logsf" class="anchor"></a><code><span><span class="keyword">val</span> t_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-t_isf"><a href="#val-t_isf" class="anchor"></a><code><span><span class="keyword">val</span> t_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_rvs"><a href="#val-vonmises_rvs" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_pdf"><a href="#val-vonmises_pdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_logpdf"><a href="#val-vonmises_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_cdf"><a href="#val-vonmises_cdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_logcdf"><a href="#val-vonmises_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_sf"><a href="#val-vonmises_sf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-vonmises_logsf"><a href="#val-vonmises_logsf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_rvs"><a href="#val-lomax_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lomax_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_pdf"><a href="#val-lomax_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logpdf"><a href="#val-lomax_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_cdf"><a href="#val-lomax_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logcdf"><a href="#val-lomax_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_ppf"><a href="#val-lomax_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_sf"><a href="#val-lomax_sf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_logsf"><a href="#val-lomax_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lomax_isf"><a href="#val-lomax_isf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_rvs"><a href="#val-weibull_rvs" class="anchor"></a><code><span><span class="keyword">val</span> weibull_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_pdf"><a href="#val-weibull_pdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logpdf"><a href="#val-weibull_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_cdf"><a href="#val-weibull_cdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logcdf"><a href="#val-weibull_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_ppf"><a href="#val-weibull_ppf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_sf"><a href="#val-weibull_sf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_logsf"><a href="#val-weibull_logsf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-weibull_isf"><a href="#val-weibull_isf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_rvs"><a href="#val-laplace_rvs" class="anchor"></a><code><span><span class="keyword">val</span> laplace_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_pdf"><a href="#val-laplace_pdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logpdf"><a href="#val-laplace_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_cdf"><a href="#val-laplace_cdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logcdf"><a href="#val-laplace_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_ppf"><a href="#val-laplace_ppf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_sf"><a href="#val-laplace_sf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_logsf"><a href="#val-laplace_logsf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-laplace_isf"><a href="#val-laplace_isf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_rvs"><a href="#val-gumbel1_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_pdf"><a href="#val-gumbel1_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logpdf"><a href="#val-gumbel1_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_cdf"><a href="#val-gumbel1_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logcdf"><a href="#val-gumbel1_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_ppf"><a href="#val-gumbel1_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_sf"><a href="#val-gumbel1_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_logsf"><a href="#val-gumbel1_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel1_isf"><a href="#val-gumbel1_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_rvs"><a href="#val-gumbel2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_pdf"><a href="#val-gumbel2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logpdf"><a href="#val-gumbel2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_cdf"><a href="#val-gumbel2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logcdf"><a href="#val-gumbel2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_ppf"><a href="#val-gumbel2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_sf"><a href="#val-gumbel2_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_logsf"><a href="#val-gumbel2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-gumbel2_isf"><a href="#val-gumbel2_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_rvs"><a href="#val-logistic_rvs" class="anchor"></a><code><span><span class="keyword">val</span> logistic_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_pdf"><a href="#val-logistic_pdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logpdf"><a href="#val-logistic_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_cdf"><a href="#val-logistic_cdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logcdf"><a href="#val-logistic_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_ppf"><a href="#val-logistic_ppf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_sf"><a href="#val-logistic_sf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_logsf"><a href="#val-logistic_logsf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-logistic_isf"><a href="#val-logistic_isf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_rvs"><a href="#val-lognormal_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_pdf"><a href="#val-lognormal_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logpdf"><a href="#val-lognormal_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_cdf"><a href="#val-lognormal_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logcdf"><a href="#val-lognormal_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_ppf"><a href="#val-lognormal_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_sf"><a href="#val-lognormal_sf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_logsf"><a href="#val-lognormal_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-lognormal_isf"><a href="#val-lognormal_isf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_rvs"><a href="#val-rayleigh_rvs" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_rvs : <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_pdf"><a href="#val-rayleigh_pdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logpdf"><a href="#val-rayleigh_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_cdf"><a href="#val-rayleigh_cdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logcdf"><a href="#val-rayleigh_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_ppf"><a href="#val-rayleigh_ppf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_sf"><a href="#val-rayleigh_sf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_logsf"><a href="#val-rayleigh_logsf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rayleigh_isf"><a href="#val-rayleigh_isf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dirichlet_rvs"><a href="#val-dirichlet_rvs" class="anchor"></a><code><span><span class="keyword">val</span> dirichlet_rvs : <span><span class="label">alpha</span>:<span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float array</span></span></code></div><div class="spec-doc"><p><code>dirichlet_rvs ~alpha</code> returns random variables of <code>K-1</code> order Dirichlet distribution, follows the following probability dense function.</p><div><pre class="odoc-katex-math display">f(x_1,...,x_K; \alpha_1,...,\alpha_K) = \frac{1}{\mathbf{B(\alpha)}} \prod_{i=1}^K x_i^{\alpha_i - 1}  </pre></div><p>The normalising constant is the multivariate Beta function, which can be expressed in terms of the gamma function:</p><div><pre class="odoc-katex-math display">\mathbf{B(\alpha)} = \frac{\prod_{i=1}^K \Gamma(\alpha_i)}{\Gamma(\sum_{i=1}^K \alpha_i)}
 </pre></div><p>Note that <code>x</code> is a standard K-1 simplex, i.e. <code class="odoc-katex-math">\sum_i^K x_i = 1</code> and <code class="odoc-katex-math">x_i \ge 0, \forall x_i \in [1,K]</code>.</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dirichlet_pdf"><a href="#val-dirichlet_pdf" class="anchor"></a><code><span><span class="keyword">val</span> dirichlet_pdf : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">alpha</span>:<span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-dirichlet_logpdf"><a href="#val-dirichlet_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> dirichlet_logpdf : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">alpha</span>:<span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div><div class="spec-doc"><p>TODO</p></div></div></div></body></html>
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-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_stats_dist (owl.Owl_stats_dist)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_stats_dist</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_stats_dist</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-std_uniform_rvs"><a href="#val-std_uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_uniform_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_int_rvs"><a href="#val-uniform_int_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_int_rvs : <span><span class="label">a</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_rvs"><a href="#val-uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_pdf"><a href="#val-uniform_pdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_logpdf"><a href="#val-uniform_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_cdf"><a href="#val-uniform_cdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_logcdf"><a href="#val-uniform_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_ppf"><a href="#val-uniform_ppf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_sf"><a href="#val-uniform_sf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_logsf"><a href="#val-uniform_logsf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_isf"><a href="#val-uniform_isf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_rvs"><a href="#val-exponential_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponential_rvs : <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_pdf"><a href="#val-exponential_pdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_logpdf"><a href="#val-exponential_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_cdf"><a href="#val-exponential_cdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_logcdf"><a href="#val-exponential_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_ppf"><a href="#val-exponential_ppf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_sf"><a href="#val-exponential_sf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_logsf"><a href="#val-exponential_logsf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_isf"><a href="#val-exponential_isf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_rvs"><a href="#val-exponpow_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_pdf"><a href="#val-exponpow_pdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_logpdf"><a href="#val-exponpow_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_cdf"><a href="#val-exponpow_cdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_logcdf"><a href="#val-exponpow_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_sf"><a href="#val-exponpow_sf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_logsf"><a href="#val-exponpow_logsf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_rvs"><a href="#val-gaussian_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_pdf"><a href="#val-gaussian_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_logpdf"><a href="#val-gaussian_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_cdf"><a href="#val-gaussian_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_logcdf"><a href="#val-gaussian_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_ppf"><a href="#val-gaussian_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_sf"><a href="#val-gaussian_sf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_logsf"><a href="#val-gaussian_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_isf"><a href="#val-gaussian_isf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_rvs"><a href="#val-gamma_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gamma_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_pdf"><a href="#val-gamma_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_logpdf"><a href="#val-gamma_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_cdf"><a href="#val-gamma_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_logcdf"><a href="#val-gamma_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_ppf"><a href="#val-gamma_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_sf"><a href="#val-gamma_sf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_logsf"><a href="#val-gamma_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_isf"><a href="#val-gamma_isf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_rvs"><a href="#val-beta_rvs" class="anchor"></a><code><span><span class="keyword">val</span> beta_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_pdf"><a href="#val-beta_pdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_logpdf"><a href="#val-beta_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_cdf"><a href="#val-beta_cdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_logcdf"><a href="#val-beta_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_ppf"><a href="#val-beta_ppf" class="anchor"></a><code><span><span class="keyword">val</span> beta_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_sf"><a href="#val-beta_sf" class="anchor"></a><code><span><span class="keyword">val</span> beta_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_logsf"><a href="#val-beta_logsf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_isf"><a href="#val-beta_isf" class="anchor"></a><code><span><span class="keyword">val</span> beta_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_rvs"><a href="#val-chi2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> chi2_rvs : <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_pdf"><a href="#val-chi2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_logpdf"><a href="#val-chi2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_cdf"><a href="#val-chi2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_logcdf"><a href="#val-chi2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_ppf"><a href="#val-chi2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_sf"><a href="#val-chi2_sf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_logsf"><a href="#val-chi2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_isf"><a href="#val-chi2_isf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_rvs"><a href="#val-f_rvs" class="anchor"></a><code><span><span class="keyword">val</span> f_rvs : <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_pdf"><a href="#val-f_pdf" class="anchor"></a><code><span><span class="keyword">val</span> f_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_logpdf"><a href="#val-f_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_cdf"><a href="#val-f_cdf" class="anchor"></a><code><span><span class="keyword">val</span> f_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_logcdf"><a href="#val-f_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_ppf"><a href="#val-f_ppf" class="anchor"></a><code><span><span class="keyword">val</span> f_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_sf"><a href="#val-f_sf" class="anchor"></a><code><span><span class="keyword">val</span> f_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_logsf"><a href="#val-f_logsf" class="anchor"></a><code><span><span class="keyword">val</span> f_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_isf"><a href="#val-f_isf" class="anchor"></a><code><span><span class="keyword">val</span> f_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_rvs"><a href="#val-cauchy_rvs" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_pdf"><a href="#val-cauchy_pdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_logpdf"><a href="#val-cauchy_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_cdf"><a href="#val-cauchy_cdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_logcdf"><a href="#val-cauchy_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_ppf"><a href="#val-cauchy_ppf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_sf"><a href="#val-cauchy_sf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_logsf"><a href="#val-cauchy_logsf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_isf"><a href="#val-cauchy_isf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_rvs"><a href="#val-t_rvs" class="anchor"></a><code><span><span class="keyword">val</span> t_rvs : <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_pdf"><a href="#val-t_pdf" class="anchor"></a><code><span><span class="keyword">val</span> t_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_logpdf"><a href="#val-t_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> t_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_cdf"><a href="#val-t_cdf" class="anchor"></a><code><span><span class="keyword">val</span> t_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_logcdf"><a href="#val-t_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> t_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_ppf"><a href="#val-t_ppf" class="anchor"></a><code><span><span class="keyword">val</span> t_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_sf"><a href="#val-t_sf" class="anchor"></a><code><span><span class="keyword">val</span> t_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_logsf"><a href="#val-t_logsf" class="anchor"></a><code><span><span class="keyword">val</span> t_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_isf"><a href="#val-t_isf" class="anchor"></a><code><span><span class="keyword">val</span> t_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_rvs"><a href="#val-vonmises_rvs" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_pdf"><a href="#val-vonmises_pdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_logpdf"><a href="#val-vonmises_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_cdf"><a href="#val-vonmises_cdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_logcdf"><a href="#val-vonmises_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_sf"><a href="#val-vonmises_sf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_logsf"><a href="#val-vonmises_logsf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_rvs"><a href="#val-lomax_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lomax_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_pdf"><a href="#val-lomax_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_logpdf"><a href="#val-lomax_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_cdf"><a href="#val-lomax_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_logcdf"><a href="#val-lomax_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_ppf"><a href="#val-lomax_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_sf"><a href="#val-lomax_sf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_logsf"><a href="#val-lomax_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_isf"><a href="#val-lomax_isf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_rvs"><a href="#val-weibull_rvs" class="anchor"></a><code><span><span class="keyword">val</span> weibull_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_pdf"><a href="#val-weibull_pdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_logpdf"><a href="#val-weibull_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_cdf"><a href="#val-weibull_cdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_logcdf"><a href="#val-weibull_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_ppf"><a href="#val-weibull_ppf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_sf"><a href="#val-weibull_sf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_logsf"><a href="#val-weibull_logsf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_isf"><a href="#val-weibull_isf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_rvs"><a href="#val-laplace_rvs" class="anchor"></a><code><span><span class="keyword">val</span> laplace_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_pdf"><a href="#val-laplace_pdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_logpdf"><a href="#val-laplace_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_cdf"><a href="#val-laplace_cdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_logcdf"><a href="#val-laplace_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_ppf"><a href="#val-laplace_ppf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_sf"><a href="#val-laplace_sf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_logsf"><a href="#val-laplace_logsf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_isf"><a href="#val-laplace_isf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_rvs"><a href="#val-gumbel1_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_pdf"><a href="#val-gumbel1_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_logpdf"><a href="#val-gumbel1_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_cdf"><a href="#val-gumbel1_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_logcdf"><a href="#val-gumbel1_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_ppf"><a href="#val-gumbel1_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_sf"><a href="#val-gumbel1_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_logsf"><a href="#val-gumbel1_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_isf"><a href="#val-gumbel1_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_rvs"><a href="#val-gumbel2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_pdf"><a href="#val-gumbel2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_logpdf"><a href="#val-gumbel2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_cdf"><a href="#val-gumbel2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_logcdf"><a href="#val-gumbel2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_ppf"><a href="#val-gumbel2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_sf"><a href="#val-gumbel2_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_logsf"><a href="#val-gumbel2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_isf"><a href="#val-gumbel2_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_rvs"><a href="#val-logistic_rvs" class="anchor"></a><code><span><span class="keyword">val</span> logistic_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_pdf"><a href="#val-logistic_pdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_logpdf"><a href="#val-logistic_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_cdf"><a href="#val-logistic_cdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_logcdf"><a href="#val-logistic_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_ppf"><a href="#val-logistic_ppf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_sf"><a href="#val-logistic_sf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_logsf"><a href="#val-logistic_logsf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_isf"><a href="#val-logistic_isf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_rvs"><a href="#val-lognormal_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_pdf"><a href="#val-lognormal_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_logpdf"><a href="#val-lognormal_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_cdf"><a href="#val-lognormal_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_logcdf"><a href="#val-lognormal_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_ppf"><a href="#val-lognormal_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_sf"><a href="#val-lognormal_sf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_logsf"><a href="#val-lognormal_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_isf"><a href="#val-lognormal_isf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_rvs"><a href="#val-rayleigh_rvs" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_rvs : <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_pdf"><a href="#val-rayleigh_pdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_logpdf"><a href="#val-rayleigh_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_cdf"><a href="#val-rayleigh_cdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_logcdf"><a href="#val-rayleigh_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_ppf"><a href="#val-rayleigh_ppf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_sf"><a href="#val-rayleigh_sf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_logsf"><a href="#val-rayleigh_logsf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_isf"><a href="#val-rayleigh_isf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-hypergeometric_rvs"><a href="#val-hypergeometric_rvs" class="anchor"></a><code><span><span class="keyword">val</span> hypergeometric_rvs : <span><span class="label">good</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">bad</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sample</span>:int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-hypergeometric_pdf"><a href="#val-hypergeometric_pdf" class="anchor"></a><code><span><span class="keyword">val</span> hypergeometric_pdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">good</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">bad</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sample</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-hypergeometric_logpdf"><a href="#val-hypergeometric_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> hypergeometric_logpdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">good</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">bad</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sample</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_rvs"><a href="#val-binomial_rvs" class="anchor"></a><code><span><span class="keyword">val</span> binomial_rvs : <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_pdf"><a href="#val-binomial_pdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_pdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_logpdf"><a href="#val-binomial_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_logpdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_cdf"><a href="#val-binomial_cdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_cdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_logcdf"><a href="#val-binomial_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_logcdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_sf"><a href="#val-binomial_sf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_sf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_logsf"><a href="#val-binomial_logsf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_logsf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-_multinomial_rvs"><a href="#val-_multinomial_rvs" class="anchor"></a><code><span><span class="keyword">val</span> _multinomial_rvs : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_stats_dist (owl.Owl_stats_dist)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_stats_dist</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_stats_dist</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-std_uniform_rvs"><a href="#val-std_uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> std_uniform_rvs : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_int_rvs"><a href="#val-uniform_int_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_int_rvs : <span><span class="label">a</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_rvs"><a href="#val-uniform_rvs" class="anchor"></a><code><span><span class="keyword">val</span> uniform_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_pdf"><a href="#val-uniform_pdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_logpdf"><a href="#val-uniform_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_cdf"><a href="#val-uniform_cdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_logcdf"><a href="#val-uniform_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_ppf"><a href="#val-uniform_ppf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_sf"><a href="#val-uniform_sf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_logsf"><a href="#val-uniform_logsf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-uniform_isf"><a href="#val-uniform_isf" class="anchor"></a><code><span><span class="keyword">val</span> uniform_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_rvs"><a href="#val-exponential_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponential_rvs : <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_pdf"><a href="#val-exponential_pdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_logpdf"><a href="#val-exponential_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_cdf"><a href="#val-exponential_cdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_logcdf"><a href="#val-exponential_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_ppf"><a href="#val-exponential_ppf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_sf"><a href="#val-exponential_sf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_logsf"><a href="#val-exponential_logsf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponential_isf"><a href="#val-exponential_isf" class="anchor"></a><code><span><span class="keyword">val</span> exponential_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">lambda</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_rvs"><a href="#val-exponpow_rvs" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_pdf"><a href="#val-exponpow_pdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_logpdf"><a href="#val-exponpow_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_cdf"><a href="#val-exponpow_cdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_logcdf"><a href="#val-exponpow_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_sf"><a href="#val-exponpow_sf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-exponpow_logsf"><a href="#val-exponpow_logsf" class="anchor"></a><code><span><span class="keyword">val</span> exponpow_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_rvs"><a href="#val-gaussian_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_pdf"><a href="#val-gaussian_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_logpdf"><a href="#val-gaussian_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_cdf"><a href="#val-gaussian_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_logcdf"><a href="#val-gaussian_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_ppf"><a href="#val-gaussian_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_sf"><a href="#val-gaussian_sf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_logsf"><a href="#val-gaussian_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gaussian_isf"><a href="#val-gaussian_isf" class="anchor"></a><code><span><span class="keyword">val</span> gaussian_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_rvs"><a href="#val-gamma_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gamma_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_pdf"><a href="#val-gamma_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_logpdf"><a href="#val-gamma_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_cdf"><a href="#val-gamma_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_logcdf"><a href="#val-gamma_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_ppf"><a href="#val-gamma_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_sf"><a href="#val-gamma_sf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_logsf"><a href="#val-gamma_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gamma_isf"><a href="#val-gamma_isf" class="anchor"></a><code><span><span class="keyword">val</span> gamma_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_rvs"><a href="#val-beta_rvs" class="anchor"></a><code><span><span class="keyword">val</span> beta_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_pdf"><a href="#val-beta_pdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_logpdf"><a href="#val-beta_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_cdf"><a href="#val-beta_cdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_logcdf"><a href="#val-beta_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_ppf"><a href="#val-beta_ppf" class="anchor"></a><code><span><span class="keyword">val</span> beta_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_sf"><a href="#val-beta_sf" class="anchor"></a><code><span><span class="keyword">val</span> beta_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_logsf"><a href="#val-beta_logsf" class="anchor"></a><code><span><span class="keyword">val</span> beta_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-beta_isf"><a href="#val-beta_isf" class="anchor"></a><code><span><span class="keyword">val</span> beta_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_rvs"><a href="#val-chi2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> chi2_rvs : <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_pdf"><a href="#val-chi2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_logpdf"><a href="#val-chi2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_cdf"><a href="#val-chi2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_logcdf"><a href="#val-chi2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_ppf"><a href="#val-chi2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_sf"><a href="#val-chi2_sf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_logsf"><a href="#val-chi2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-chi2_isf"><a href="#val-chi2_isf" class="anchor"></a><code><span><span class="keyword">val</span> chi2_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_rvs"><a href="#val-f_rvs" class="anchor"></a><code><span><span class="keyword">val</span> f_rvs : <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_pdf"><a href="#val-f_pdf" class="anchor"></a><code><span><span class="keyword">val</span> f_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_logpdf"><a href="#val-f_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_cdf"><a href="#val-f_cdf" class="anchor"></a><code><span><span class="keyword">val</span> f_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_logcdf"><a href="#val-f_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> f_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_ppf"><a href="#val-f_ppf" class="anchor"></a><code><span><span class="keyword">val</span> f_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_sf"><a href="#val-f_sf" class="anchor"></a><code><span><span class="keyword">val</span> f_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_logsf"><a href="#val-f_logsf" class="anchor"></a><code><span><span class="keyword">val</span> f_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-f_isf"><a href="#val-f_isf" class="anchor"></a><code><span><span class="keyword">val</span> f_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfnum</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dfden</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_rvs"><a href="#val-cauchy_rvs" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_pdf"><a href="#val-cauchy_pdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_logpdf"><a href="#val-cauchy_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_cdf"><a href="#val-cauchy_cdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_logcdf"><a href="#val-cauchy_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_ppf"><a href="#val-cauchy_ppf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_sf"><a href="#val-cauchy_sf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_logsf"><a href="#val-cauchy_logsf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cauchy_isf"><a href="#val-cauchy_isf" class="anchor"></a><code><span><span class="keyword">val</span> cauchy_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_rvs"><a href="#val-t_rvs" class="anchor"></a><code><span><span class="keyword">val</span> t_rvs : <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_pdf"><a href="#val-t_pdf" class="anchor"></a><code><span><span class="keyword">val</span> t_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_logpdf"><a href="#val-t_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> t_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_cdf"><a href="#val-t_cdf" class="anchor"></a><code><span><span class="keyword">val</span> t_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_logcdf"><a href="#val-t_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> t_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_ppf"><a href="#val-t_ppf" class="anchor"></a><code><span><span class="keyword">val</span> t_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_sf"><a href="#val-t_sf" class="anchor"></a><code><span><span class="keyword">val</span> t_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_logsf"><a href="#val-t_logsf" class="anchor"></a><code><span><span class="keyword">val</span> t_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-t_isf"><a href="#val-t_isf" class="anchor"></a><code><span><span class="keyword">val</span> t_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">df</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_rvs"><a href="#val-vonmises_rvs" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_pdf"><a href="#val-vonmises_pdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_logpdf"><a href="#val-vonmises_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_cdf"><a href="#val-vonmises_cdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_logcdf"><a href="#val-vonmises_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_sf"><a href="#val-vonmises_sf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-vonmises_logsf"><a href="#val-vonmises_logsf" class="anchor"></a><code><span><span class="keyword">val</span> vonmises_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">kappa</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_rvs"><a href="#val-lomax_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lomax_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_pdf"><a href="#val-lomax_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_logpdf"><a href="#val-lomax_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_cdf"><a href="#val-lomax_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_logcdf"><a href="#val-lomax_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_ppf"><a href="#val-lomax_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_sf"><a href="#val-lomax_sf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_logsf"><a href="#val-lomax_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lomax_isf"><a href="#val-lomax_isf" class="anchor"></a><code><span><span class="keyword">val</span> lomax_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_rvs"><a href="#val-weibull_rvs" class="anchor"></a><code><span><span class="keyword">val</span> weibull_rvs : <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_pdf"><a href="#val-weibull_pdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_logpdf"><a href="#val-weibull_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_cdf"><a href="#val-weibull_cdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_logcdf"><a href="#val-weibull_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_ppf"><a href="#val-weibull_ppf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_sf"><a href="#val-weibull_sf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_logsf"><a href="#val-weibull_logsf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-weibull_isf"><a href="#val-weibull_isf" class="anchor"></a><code><span><span class="keyword">val</span> weibull_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">shape</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_rvs"><a href="#val-laplace_rvs" class="anchor"></a><code><span><span class="keyword">val</span> laplace_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_pdf"><a href="#val-laplace_pdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_logpdf"><a href="#val-laplace_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_cdf"><a href="#val-laplace_cdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_logcdf"><a href="#val-laplace_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_ppf"><a href="#val-laplace_ppf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_sf"><a href="#val-laplace_sf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_logsf"><a href="#val-laplace_logsf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-laplace_isf"><a href="#val-laplace_isf" class="anchor"></a><code><span><span class="keyword">val</span> laplace_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_rvs"><a href="#val-gumbel1_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_pdf"><a href="#val-gumbel1_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_logpdf"><a href="#val-gumbel1_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_cdf"><a href="#val-gumbel1_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_logcdf"><a href="#val-gumbel1_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_ppf"><a href="#val-gumbel1_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_sf"><a href="#val-gumbel1_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_logsf"><a href="#val-gumbel1_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel1_isf"><a href="#val-gumbel1_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel1_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_rvs"><a href="#val-gumbel2_rvs" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_rvs : <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_pdf"><a href="#val-gumbel2_pdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_logpdf"><a href="#val-gumbel2_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_cdf"><a href="#val-gumbel2_cdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_logcdf"><a href="#val-gumbel2_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_ppf"><a href="#val-gumbel2_ppf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_sf"><a href="#val-gumbel2_sf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_logsf"><a href="#val-gumbel2_logsf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-gumbel2_isf"><a href="#val-gumbel2_isf" class="anchor"></a><code><span><span class="keyword">val</span> gumbel2_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">a</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">b</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_rvs"><a href="#val-logistic_rvs" class="anchor"></a><code><span><span class="keyword">val</span> logistic_rvs : <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_pdf"><a href="#val-logistic_pdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_logpdf"><a href="#val-logistic_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_cdf"><a href="#val-logistic_cdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_logcdf"><a href="#val-logistic_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_ppf"><a href="#val-logistic_ppf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_sf"><a href="#val-logistic_sf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_logsf"><a href="#val-logistic_logsf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-logistic_isf"><a href="#val-logistic_isf" class="anchor"></a><code><span><span class="keyword">val</span> logistic_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">loc</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">scale</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_rvs"><a href="#val-lognormal_rvs" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_rvs : <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_pdf"><a href="#val-lognormal_pdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_logpdf"><a href="#val-lognormal_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_cdf"><a href="#val-lognormal_cdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_logcdf"><a href="#val-lognormal_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_ppf"><a href="#val-lognormal_ppf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_sf"><a href="#val-lognormal_sf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_logsf"><a href="#val-lognormal_logsf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-lognormal_isf"><a href="#val-lognormal_isf" class="anchor"></a><code><span><span class="keyword">val</span> lognormal_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">mu</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_rvs"><a href="#val-rayleigh_rvs" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_rvs : <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_pdf"><a href="#val-rayleigh_pdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_pdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_logpdf"><a href="#val-rayleigh_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logpdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_cdf"><a href="#val-rayleigh_cdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_cdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_logcdf"><a href="#val-rayleigh_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logcdf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_ppf"><a href="#val-rayleigh_ppf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_ppf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_sf"><a href="#val-rayleigh_sf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_sf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_logsf"><a href="#val-rayleigh_logsf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_logsf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rayleigh_isf"><a href="#val-rayleigh_isf" class="anchor"></a><code><span><span class="keyword">val</span> rayleigh_isf : <span>float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sigma</span>:float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-hypergeometric_rvs"><a href="#val-hypergeometric_rvs" class="anchor"></a><code><span><span class="keyword">val</span> hypergeometric_rvs : <span><span class="label">good</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">bad</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sample</span>:int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-hypergeometric_pdf"><a href="#val-hypergeometric_pdf" class="anchor"></a><code><span><span class="keyword">val</span> hypergeometric_pdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">good</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">bad</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sample</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-hypergeometric_logpdf"><a href="#val-hypergeometric_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> hypergeometric_logpdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">good</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">bad</span>:int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">sample</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_rvs"><a href="#val-binomial_rvs" class="anchor"></a><code><span><span class="keyword">val</span> binomial_rvs : <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_pdf"><a href="#val-binomial_pdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_pdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_logpdf"><a href="#val-binomial_logpdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_logpdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_cdf"><a href="#val-binomial_cdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_cdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_logcdf"><a href="#val-binomial_logcdf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_logcdf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_sf"><a href="#val-binomial_sf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_sf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-binomial_logsf"><a href="#val-binomial_logsf" class="anchor"></a><code><span><span class="keyword">val</span> binomial_logsf : <span>int <span class="arrow">&#45;&gt;</span></span> <span><span class="label">p</span>:float <span class="arrow">&#45;&gt;</span></span> <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-_multinomial_rvs"><a href="#val-_multinomial_rvs" class="anchor"></a><code><span><span class="keyword">val</span> _multinomial_rvs : 
   <span><span class="label">k</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">n</span>:int <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">p</span>:<span><span>(float, <span class="xref-unresolved">Stdlib</span>.Bigarray.float64_elt)</span> <a href="../../owl-base/Owl_types/index.html#type-owl_arr">Owl_types.owl_arr</a></span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/Owl_stats_extend/index.html b/docs/owl/Owl_stats_extend/index.html
index 5138eb128..8c233c686 100644
--- a/docs/owl/Owl_stats_extend/index.html
+++ b/docs/owl/Owl_stats_extend/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_stats_extend (owl.Owl_stats_extend)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_stats_extend</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_stats_extend</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-shuffle"><a href="#val-shuffle" class="anchor"></a><code><span><span class="keyword">val</span> shuffle : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-choose"><a href="#val-choose" class="anchor"></a><code><span><span class="keyword">val</span> choose : <span><span class="label">src</span>:<span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dst</span>:<span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><span class="label">src</span>:<span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dst</span>:<span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-var"><a href="#val-var" class="anchor"></a><code><span><span class="keyword">val</span> var : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-std"><a href="#val-std" class="anchor"></a><code><span><span class="keyword">val</span> std : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-absdev"><a href="#val-absdev" class="anchor"></a><code><span><span class="keyword">val</span> absdev : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-skew"><a href="#val-skew" class="anchor"></a><code><span><span class="keyword">val</span> skew : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-kurtosis"><a href="#val-kurtosis" class="anchor"></a><code><span><span class="keyword">val</span> kurtosis : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cov"><a href="#val-cov" class="anchor"></a><code><span><span class="keyword">val</span> cov : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-corrcoef"><a href="#val-corrcoef" class="anchor"></a><code><span><span class="keyword">val</span> corrcoef : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-quantile"><a href="#val-quantile" class="anchor"></a><code><span><span class="keyword">val</span> quantile : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_stats_extend (owl.Owl_stats_extend)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_stats_extend</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_stats_extend</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec value external anchored" id="val-shuffle"><a href="#val-shuffle" class="anchor"></a><code><span><span class="keyword">val</span> shuffle : <span><span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-choose"><a href="#val-choose" class="anchor"></a><code><span><span class="keyword">val</span> choose : <span><span class="label">src</span>:<span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dst</span>:<span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-sample"><a href="#val-sample" class="anchor"></a><code><span><span class="keyword">val</span> sample : <span><span class="label">src</span>:<span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> <span><span class="label">dst</span>:<span><span class="type-var">'a</span> array</span> <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-sum"><a href="#val-sum" class="anchor"></a><code><span><span class="keyword">val</span> sum : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-mean"><a href="#val-mean" class="anchor"></a><code><span><span class="keyword">val</span> mean : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-var"><a href="#val-var" class="anchor"></a><code><span><span class="keyword">val</span> var : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-std"><a href="#val-std" class="anchor"></a><code><span><span class="keyword">val</span> std : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-absdev"><a href="#val-absdev" class="anchor"></a><code><span><span class="keyword">val</span> absdev : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-skew"><a href="#val-skew" class="anchor"></a><code><span><span class="keyword">val</span> skew : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-kurtosis"><a href="#val-kurtosis" class="anchor"></a><code><span><span class="keyword">val</span> kurtosis : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-cov"><a href="#val-cov" class="anchor"></a><code><span><span class="keyword">val</span> cov : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-corrcoef"><a href="#val-corrcoef" class="anchor"></a><code><span><span class="keyword">val</span> corrcoef : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-quantile"><a href="#val-quantile" class="anchor"></a><code><span><span class="keyword">val</span> quantile : <span><span>float array</span> <span class="arrow">&#45;&gt;</span></span> <span>float <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_stats_prng/index.html b/docs/owl/Owl_stats_prng/index.html
index 2de1598f5..e23160c0d 100644
--- a/docs/owl/Owl_stats_prng/index.html
+++ b/docs/owl/Owl_stats_prng/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_stats_prng (owl.Owl_stats_prng)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_stats_prng</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_stats_prng</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-sfmt_seed"><a href="#val-sfmt_seed" class="anchor"></a><code><span><span class="keyword">val</span> sfmt_seed : <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rand_int"><a href="#val-rand_int" class="anchor"></a><code><span><span class="keyword">val</span> rand_int : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-ziggurat_init"><a href="#val-ziggurat_init" class="anchor"></a><code><span><span class="keyword">val</span> ziggurat_init : <span>unit <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rand_exp"><a href="#val-rand_exp" class="anchor"></a><code><span><span class="keyword">val</span> rand_exp : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rand_gaussian"><a href="#val-rand_gaussian" class="anchor"></a><code><span><span class="keyword">val</span> rand_gaussian : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-self_init"><a href="#val-self_init" class="anchor"></a><code><span><span class="keyword">val</span> self_init : <span>unit <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_stats_prng (owl.Owl_stats_prng)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_stats_prng</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_stats_prng</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-state"><a href="#type-state" class="anchor"></a><code><span><span class="keyword">type</span> state</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-sfmt_seed"><a href="#val-sfmt_seed" class="anchor"></a><code><span><span class="keyword">val</span> sfmt_seed : <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rand_int"><a href="#val-rand_int" class="anchor"></a><code><span><span class="keyword">val</span> rand_int : <span>unit <span class="arrow">&#45;&gt;</span></span> int</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-ziggurat_init"><a href="#val-ziggurat_init" class="anchor"></a><code><span><span class="keyword">val</span> ziggurat_init : <span>unit <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rand_exp"><a href="#val-rand_exp" class="anchor"></a><code><span><span class="keyword">val</span> rand_exp : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value external anchored" id="val-rand_gaussian"><a href="#val-rand_gaussian" class="anchor"></a><code><span><span class="keyword">val</span> rand_gaussian : <span>unit <span class="arrow">&#45;&gt;</span></span> float</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-self_init"><a href="#val-self_init" class="anchor"></a><code><span><span class="keyword">val</span> self_init : <span>unit <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-init"><a href="#val-init" class="anchor"></a><code><span><span class="keyword">val</span> init : <span>int <span class="arrow">&#45;&gt;</span></span> unit</span></code></div></div></div></body></html>
diff --git a/docs/owl/Owl_stats_sampler/index.html b/docs/owl/Owl_stats_sampler/index.html
index 0a282c52c..2bf3091aa 100644
--- a/docs/owl/Owl_stats_sampler/index.html
+++ b/docs/owl/Owl_stats_sampler/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_stats_sampler (owl.Owl_stats_sampler)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_stats_sampler</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_stats_sampler</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span><span> = </span><span>{</span></code><ol><li id="type-t.samples" class="def record field anchored"><a href="#type-t.samples" class="anchor"></a><code><span>samples : <span><span class="type-var">'a</span> array</span>;</span></code></li><li id="type-t.accept" class="def record field anchored"><a href="#type-t.accept" class="anchor"></a><code><span>accept : float;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rejection"><a href="#val-rejection" class="anchor"></a><code><span><span class="keyword">val</span> rejection : 
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>Owl_stats_sampler (owl.Owl_stats_sampler)</title><meta charset="utf-8"/><link rel="stylesheet" href="../../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – <a href="../index.html">owl</a> &#x00BB; Owl_stats_sampler</nav><header class="odoc-preamble"><h1>Module <code><span>Owl_stats_sampler</span></code></h1></header><div class="odoc-content"><div class="odoc-spec"><div class="spec type anchored" id="type-t"><a href="#type-t" class="anchor"></a><code><span><span class="keyword">type</span> <span>'a t</span></span><span> = </span><span>{</span></code><ol><li id="type-t.samples" class="def record field anchored"><a href="#type-t.samples" class="anchor"></a><code><span>samples : <span><span class="type-var">'a</span> array</span>;</span></code></li><li id="type-t.accept" class="def record field anchored"><a href="#type-t.accept" class="anchor"></a><code><span>accept : float;</span></code></li></ol><code><span>}</span></code></div></div><div class="odoc-spec"><div class="spec value anchored" id="val-rejection"><a href="#val-rejection" class="anchor"></a><code><span><span class="keyword">val</span> rejection : 
   <span><span class="label">m</span>:float <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">proprvs</span>:<span>(<span>unit <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span>
   <span><span class="label">proppdf</span>:<span>(<span>float <span class="arrow">&#45;&gt;</span></span> float)</span> <span class="arrow">&#45;&gt;</span></span>
diff --git a/docs/owl/index.html b/docs/owl/index.html
index 07a57f12b..7c5913293 100644
--- a/docs/owl/index.html
+++ b/docs/owl/index.html
@@ -1,2 +1,2 @@
 <!DOCTYPE html>
-<html xmlns="http://www.w3.org/1999/xhtml"><head><title>index (owl.index)</title><meta charset="utf-8"/><link rel="stylesheet" href="../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.1"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – owl</nav><header class="odoc-preamble"><h1 id="owl-index"><a href="#owl-index" class="anchor"></a>owl index</h1></header><nav class="odoc-toc"><ul><li><a href="#library-owl">Library owl</a></li></ul></nav><div class="odoc-content"><h2 id="library-owl"><a href="#library-owl" class="anchor"></a>Library owl</h2><p>This library exposes the following toplevel modules:</p><ul class="modules"><li><a href="Owl/index.html"><code>Owl</code></a> </li><li><a href="Owl_algodiff/index.html"><code>Owl_algodiff</code></a> </li><li><a href="Owl_algodiff_primal_ops/index.html"><code>Owl_algodiff_primal_ops</code></a> </li><li><a href="Owl_cblas/index.html"><code>Owl_cblas</code></a> </li><li><a href="Owl_cblas_basic/index.html"><code>Owl_cblas_basic</code></a> <span class="synopsis">CBLAS interface: high-level interface between Owl and level-1, level-2, level-3 BLAS functions.</span></li><li><a href="Owl_cblas_generated/index.html"><code>Owl_cblas_generated</code></a> <span class="synopsis">auto-generated cblas interface file, timestamp:1582875912</span></li><li><a href="Owl_cluster/index.html"><code>Owl_cluster</code></a> </li><li><a href="Owl_core_types/index.html"><code>Owl_core_types</code></a> </li><li><a href="Owl_dataset/index.html"><code>Owl_dataset</code></a> <span class="synopsis">Dataset: easy access to various datasets</span></li><li><a href="Owl_dense/index.html"><code>Owl_dense</code></a> <span class="synopsis">Dense data structures: matrix &amp; ndarray</span></li><li><a href="Owl_dense_matrix/index.html"><code>Owl_dense_matrix</code></a> <span class="synopsis">Matrix: module aliases</span></li><li><a href="Owl_dense_matrix_c/index.html"><code>Owl_dense_matrix_c</code></a> <span class="synopsis">Complex dense matrix module: this module supports operations on dense matrices of complex numbers. The complex number has a record type of <code>{re = float; im = float}</code>.</span></li><li><a href="Owl_dense_matrix_d/index.html"><code>Owl_dense_matrix_d</code></a> </li><li><a href="Owl_dense_matrix_generic/index.html"><code>Owl_dense_matrix_generic</code></a> <span class="synopsis">Matrix module: including creation, manipulation, and various vectorised mathematical operations.</span></li><li><a href="Owl_dense_matrix_intf/index.html"><code>Owl_dense_matrix_intf</code></a> </li><li><a href="Owl_dense_matrix_s/index.html"><code>Owl_dense_matrix_s</code></a> </li><li><a href="Owl_dense_matrix_z/index.html"><code>Owl_dense_matrix_z</code></a> <span class="synopsis">Complex dense matrix module: this module supports operations on dense matrices of complex numbers. The complex number has a record type of <code>{re = float; im = float}</code>.</span></li><li><a href="Owl_dense_ndarray/index.html"><code>Owl_dense_ndarray</code></a> <span class="synopsis">Ndarray: module aliases</span></li><li><a href="Owl_dense_ndarray_a/index.html"><code>Owl_dense_ndarray_a</code></a> </li><li><a href="Owl_dense_ndarray_c/index.html"><code>Owl_dense_ndarray_c</code></a> </li><li><a href="Owl_dense_ndarray_d/index.html"><code>Owl_dense_ndarray_d</code></a> </li><li><a href="Owl_dense_ndarray_generic/index.html"><code>Owl_dense_ndarray_generic</code></a> <span class="synopsis">N-dimensional array module: including creation, manipulation, and various vectorised mathematical operations.</span></li><li><a href="Owl_dense_ndarray_intf/index.html"><code>Owl_dense_ndarray_intf</code></a> </li><li><a href="Owl_dense_ndarray_s/index.html"><code>Owl_dense_ndarray_s</code></a> </li><li><a href="Owl_dense_ndarray_z/index.html"><code>Owl_dense_ndarray_z</code></a> </li><li><a href="Owl_distribution/index.html"><code>Owl_distribution</code></a> <span class="synopsis">Functor to generate distribution module</span></li><li><a href="Owl_distribution_common/index.html"><code>Owl_distribution_common</code></a> <span class="synopsis">Interface to the C implementation of rvs, pdf, and cdf functions.</span></li><li><a href="Owl_distribution_generic/index.html"><code>Owl_distribution_generic</code></a> </li><li><a href="Owl_fft/index.html"><code>Owl_fft</code></a> </li><li><a href="Owl_fft_d/index.html"><code>Owl_fft_d</code></a> </li><li><a href="Owl_fft_generic/index.html"><code>Owl_fft_generic</code></a> <span class="synopsis">Fast Fourier Transform</span></li><li><a href="Owl_fft_s/index.html"><code>Owl_fft_s</code></a> </li><li><a href="Owl_fftpack/index.html"><code>Owl_fftpack</code></a> </li><li><a href="Owl_lapacke/index.html"><code>Owl_lapacke</code></a> </li><li><a href="Owl_lapacke_generated/index.html"><code>Owl_lapacke_generated</code></a> <span class="synopsis">LAPACKE interface: low-level interface to the LAPACKE functions</span></li><li><a href="Owl_linalg/index.html"><code>Owl_linalg</code></a> <span class="synopsis">Linear algebra: module aliases</span></li><li><a href="Owl_linalg_c/index.html"><code>Owl_linalg_c</code></a> </li><li><a href="Owl_linalg_d/index.html"><code>Owl_linalg_d</code></a> </li><li><a href="Owl_linalg_generic/index.html"><code>Owl_linalg_generic</code></a> <span class="synopsis">Linear algebra module including high-level functions to solve linear systems, factorisation, and etc.</span></li><li><a href="Owl_linalg_intf/index.html"><code>Owl_linalg_intf</code></a> </li><li><a href="Owl_linalg_s/index.html"><code>Owl_linalg_s</code></a> </li><li><a href="Owl_linalg_z/index.html"><code>Owl_linalg_z</code></a> </li><li><a href="Owl_maths/index.html"><code>Owl_maths</code></a> <span class="synopsis">Maths: fundamental and advanced mathematical functions.</span></li><li><a href="Owl_maths_special/index.html"><code>Owl_maths_special</code></a> </li><li><a href="Owl_matrix/index.html"><code>Owl_matrix</code></a> </li><li><a href="Owl_matrix_check/index.html"><code>Owl_matrix_check</code></a> </li><li><a href="Owl_matrix_swap/index.html"><code>Owl_matrix_swap</code></a> </li><li><a href="Owl_ndarray/index.html"><code>Owl_ndarray</code></a> <span class="synopsis">Tensor operations implementation in Owl's Ndarray</span></li><li><a href="Owl_ndarray_contract/index.html"><code>Owl_ndarray_contract</code></a> </li><li><a href="Owl_ndarray_conv/index.html"><code>Owl_ndarray_conv</code></a> </li><li><a href="Owl_ndarray_fma/index.html"><code>Owl_ndarray_fma</code></a> </li><li><a href="Owl_ndarray_maths/index.html"><code>Owl_ndarray_maths</code></a> </li><li><a href="Owl_ndarray_pool/index.html"><code>Owl_ndarray_pool</code></a> </li><li><a href="Owl_ndarray_repeat/index.html"><code>Owl_ndarray_repeat</code></a> </li><li><a href="Owl_ndarray_slide/index.html"><code>Owl_ndarray_slide</code></a> </li><li><a href="Owl_ndarray_sort/index.html"><code>Owl_ndarray_sort</code></a> </li><li><a href="Owl_ndarray_transpose/index.html"><code>Owl_ndarray_transpose</code></a> </li><li><a href="Owl_ndarray_upsampling/index.html"><code>Owl_ndarray_upsampling</code></a> </li><li><a href="Owl_ndarray_utils/index.html"><code>Owl_ndarray_utils</code></a> </li><li><a href="Owl_neural/index.html"><code>Owl_neural</code></a> </li><li><a href="Owl_neural_parallel/index.html"><code>Owl_neural_parallel</code></a> <span class="synopsis">Neural network: interface of parallel engine</span></li><li><a href="Owl_nlp/index.html"><code>Owl_nlp</code></a> <span class="synopsis">NLP: module aliases</span></li><li><a href="Owl_nlp_corpus/index.html"><code>Owl_nlp_corpus</code></a> <span class="synopsis">NLP: Corpus module</span></li><li><a href="Owl_nlp_lda/index.html"><code>Owl_nlp_lda</code></a> <span class="synopsis">NLP: LDA module</span></li><li><a href="Owl_nlp_similarity/index.html"><code>Owl_nlp_similarity</code></a> </li><li><a href="Owl_nlp_tfidf/index.html"><code>Owl_nlp_tfidf</code></a> <span class="synopsis">NLP: TFIDF module</span></li><li><a href="Owl_nlp_utils/index.html"><code>Owl_nlp_utils</code></a> </li><li><a href="Owl_nlp_vocabulary/index.html"><code>Owl_nlp_vocabulary</code></a> <span class="synopsis">NLP: Vocabulary module</span></li><li><a href="Owl_optimise/index.html"><code>Owl_optimise</code></a> </li><li><a href="Owl_regression/index.html"><code>Owl_regression</code></a> <span class="synopsis"><code> Regression Module </code> This module implements a set of regression functions. S module provides supports for single precision float numbers whilst D module provides supports for double precision float numbers.</span></li><li><a href="Owl_regression_generic/index.html"><code>Owl_regression_generic</code></a> </li><li><a href="Owl_regression_generic_sig/index.html"><code>Owl_regression_generic_sig</code></a> </li><li><a href="Owl_signal/index.html"><code>Owl_signal</code></a> <span class="synopsis">Signal: Fundamental Signal Processing functions.</span></li><li><a href="Owl_slicing/index.html"><code>Owl_slicing</code></a> </li><li><a href="Owl_slicing_basic/index.html"><code>Owl_slicing_basic</code></a> </li><li><a href="Owl_slicing_fancy/index.html"><code>Owl_slicing_fancy</code></a> </li><li><a href="Owl_stats/index.html"><code>Owl_stats</code></a> <span class="synopsis">Statistics: random number generators, PDF and CDF functions, and hypothesis tests. The module also includes some basic statistical functions such as mean, variance, skew, and etc.</span></li><li><a href="Owl_stats_dist/index.html"><code>Owl_stats_dist</code></a> </li><li><a href="Owl_stats_extend/index.html"><code>Owl_stats_extend</code></a> </li><li><a href="Owl_stats_prng/index.html"><code>Owl_stats_prng</code></a> </li><li><a href="Owl_stats_sampler/index.html"><code>Owl_stats_sampler</code></a> </li></ul></div></body></html>
+<html xmlns="http://www.w3.org/1999/xhtml"><head><title>index (owl.index)</title><meta charset="utf-8"/><link rel="stylesheet" href="../odoc.support/odoc.css"/><meta name="generator" content="odoc 2.4.2"/><meta name="viewport" content="width=device-width,initial-scale=1.0"/><script src="../odoc.support/highlight.pack.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body class="odoc"><nav class="odoc-nav"><a href="../index.html">Up</a> – owl</nav><header class="odoc-preamble"><h1 id="owl-index"><a href="#owl-index" class="anchor"></a>owl index</h1></header><nav class="odoc-toc"><ul><li><a href="#library-owl">Library owl</a></li></ul></nav><div class="odoc-content"><h2 id="library-owl"><a href="#library-owl" class="anchor"></a>Library owl</h2><p>This library exposes the following toplevel modules:</p><ul class="modules"><li><a href="Owl/index.html"><code>Owl</code></a> </li><li><a href="Owl_algodiff/index.html"><code>Owl_algodiff</code></a> </li><li><a href="Owl_algodiff_primal_ops/index.html"><code>Owl_algodiff_primal_ops</code></a> </li><li><a href="Owl_cblas/index.html"><code>Owl_cblas</code></a> </li><li><a href="Owl_cblas_basic/index.html"><code>Owl_cblas_basic</code></a> <span class="synopsis">CBLAS interface: high-level interface between Owl and level-1, level-2, level-3 BLAS functions.</span></li><li><a href="Owl_cblas_generated/index.html"><code>Owl_cblas_generated</code></a> <span class="synopsis">auto-generated cblas interface file, timestamp:1582875912</span></li><li><a href="Owl_cluster/index.html"><code>Owl_cluster</code></a> </li><li><a href="Owl_core_types/index.html"><code>Owl_core_types</code></a> </li><li><a href="Owl_dataset/index.html"><code>Owl_dataset</code></a> <span class="synopsis">Dataset: easy access to various datasets</span></li><li><a href="Owl_dense/index.html"><code>Owl_dense</code></a> <span class="synopsis">Dense data structures: matrix &amp; ndarray</span></li><li><a href="Owl_dense_matrix/index.html"><code>Owl_dense_matrix</code></a> <span class="synopsis">Matrix: module aliases</span></li><li><a href="Owl_dense_matrix_c/index.html"><code>Owl_dense_matrix_c</code></a> <span class="synopsis">Complex dense matrix module: this module supports operations on dense matrices of complex numbers. The complex number has a record type of <code>{re = float; im = float}</code>.</span></li><li><a href="Owl_dense_matrix_d/index.html"><code>Owl_dense_matrix_d</code></a> </li><li><a href="Owl_dense_matrix_generic/index.html"><code>Owl_dense_matrix_generic</code></a> <span class="synopsis">Matrix module: including creation, manipulation, and various vectorised mathematical operations.</span></li><li><a href="Owl_dense_matrix_intf/index.html"><code>Owl_dense_matrix_intf</code></a> </li><li><a href="Owl_dense_matrix_s/index.html"><code>Owl_dense_matrix_s</code></a> </li><li><a href="Owl_dense_matrix_z/index.html"><code>Owl_dense_matrix_z</code></a> <span class="synopsis">Complex dense matrix module: this module supports operations on dense matrices of complex numbers. The complex number has a record type of <code>{re = float; im = float}</code>.</span></li><li><a href="Owl_dense_ndarray/index.html"><code>Owl_dense_ndarray</code></a> <span class="synopsis">Ndarray: module aliases</span></li><li><a href="Owl_dense_ndarray_a/index.html"><code>Owl_dense_ndarray_a</code></a> </li><li><a href="Owl_dense_ndarray_c/index.html"><code>Owl_dense_ndarray_c</code></a> </li><li><a href="Owl_dense_ndarray_d/index.html"><code>Owl_dense_ndarray_d</code></a> </li><li><a href="Owl_dense_ndarray_generic/index.html"><code>Owl_dense_ndarray_generic</code></a> <span class="synopsis">N-dimensional array module: including creation, manipulation, and various vectorised mathematical operations.</span></li><li><a href="Owl_dense_ndarray_intf/index.html"><code>Owl_dense_ndarray_intf</code></a> </li><li><a href="Owl_dense_ndarray_s/index.html"><code>Owl_dense_ndarray_s</code></a> </li><li><a href="Owl_dense_ndarray_z/index.html"><code>Owl_dense_ndarray_z</code></a> </li><li><a href="Owl_distribution/index.html"><code>Owl_distribution</code></a> <span class="synopsis">Functor to generate distribution module</span></li><li><a href="Owl_distribution_common/index.html"><code>Owl_distribution_common</code></a> <span class="synopsis">Interface to the C implementation of rvs, pdf, and cdf functions.</span></li><li><a href="Owl_distribution_generic/index.html"><code>Owl_distribution_generic</code></a> </li><li><a href="Owl_fft/index.html"><code>Owl_fft</code></a> </li><li><a href="Owl_fft_d/index.html"><code>Owl_fft_d</code></a> </li><li><a href="Owl_fft_generic/index.html"><code>Owl_fft_generic</code></a> <span class="synopsis">Fast Fourier Transform</span></li><li><a href="Owl_fft_s/index.html"><code>Owl_fft_s</code></a> </li><li><a href="Owl_fftpack/index.html"><code>Owl_fftpack</code></a> </li><li><a href="Owl_lapacke/index.html"><code>Owl_lapacke</code></a> </li><li><a href="Owl_lapacke_generated/index.html"><code>Owl_lapacke_generated</code></a> <span class="synopsis">LAPACKE interface: low-level interface to the LAPACKE functions</span></li><li><a href="Owl_linalg/index.html"><code>Owl_linalg</code></a> <span class="synopsis">Linear algebra: module aliases</span></li><li><a href="Owl_linalg_c/index.html"><code>Owl_linalg_c</code></a> </li><li><a href="Owl_linalg_d/index.html"><code>Owl_linalg_d</code></a> </li><li><a href="Owl_linalg_generic/index.html"><code>Owl_linalg_generic</code></a> <span class="synopsis">Linear algebra module including high-level functions to solve linear systems, factorisation, and etc.</span></li><li><a href="Owl_linalg_intf/index.html"><code>Owl_linalg_intf</code></a> </li><li><a href="Owl_linalg_s/index.html"><code>Owl_linalg_s</code></a> </li><li><a href="Owl_linalg_z/index.html"><code>Owl_linalg_z</code></a> </li><li><a href="Owl_maths/index.html"><code>Owl_maths</code></a> <span class="synopsis">Maths: fundamental and advanced mathematical functions.</span></li><li><a href="Owl_maths_special/index.html"><code>Owl_maths_special</code></a> </li><li><a href="Owl_matrix/index.html"><code>Owl_matrix</code></a> </li><li><a href="Owl_matrix_check/index.html"><code>Owl_matrix_check</code></a> </li><li><a href="Owl_matrix_swap/index.html"><code>Owl_matrix_swap</code></a> </li><li><a href="Owl_ndarray/index.html"><code>Owl_ndarray</code></a> <span class="synopsis">Tensor operations implementation in Owl's Ndarray</span></li><li><a href="Owl_ndarray_contract/index.html"><code>Owl_ndarray_contract</code></a> </li><li><a href="Owl_ndarray_conv/index.html"><code>Owl_ndarray_conv</code></a> </li><li><a href="Owl_ndarray_fma/index.html"><code>Owl_ndarray_fma</code></a> </li><li><a href="Owl_ndarray_maths/index.html"><code>Owl_ndarray_maths</code></a> </li><li><a href="Owl_ndarray_pool/index.html"><code>Owl_ndarray_pool</code></a> </li><li><a href="Owl_ndarray_repeat/index.html"><code>Owl_ndarray_repeat</code></a> </li><li><a href="Owl_ndarray_slide/index.html"><code>Owl_ndarray_slide</code></a> </li><li><a href="Owl_ndarray_sort/index.html"><code>Owl_ndarray_sort</code></a> </li><li><a href="Owl_ndarray_transpose/index.html"><code>Owl_ndarray_transpose</code></a> </li><li><a href="Owl_ndarray_upsampling/index.html"><code>Owl_ndarray_upsampling</code></a> </li><li><a href="Owl_ndarray_utils/index.html"><code>Owl_ndarray_utils</code></a> </li><li><a href="Owl_neural/index.html"><code>Owl_neural</code></a> </li><li><a href="Owl_neural_parallel/index.html"><code>Owl_neural_parallel</code></a> <span class="synopsis">Neural network: interface of parallel engine</span></li><li><a href="Owl_nlp/index.html"><code>Owl_nlp</code></a> <span class="synopsis">NLP: module aliases</span></li><li><a href="Owl_nlp_corpus/index.html"><code>Owl_nlp_corpus</code></a> <span class="synopsis">NLP: Corpus module</span></li><li><a href="Owl_nlp_lda/index.html"><code>Owl_nlp_lda</code></a> <span class="synopsis">NLP: LDA module</span></li><li><a href="Owl_nlp_similarity/index.html"><code>Owl_nlp_similarity</code></a> </li><li><a href="Owl_nlp_tfidf/index.html"><code>Owl_nlp_tfidf</code></a> <span class="synopsis">NLP: TFIDF module</span></li><li><a href="Owl_nlp_utils/index.html"><code>Owl_nlp_utils</code></a> </li><li><a href="Owl_nlp_vocabulary/index.html"><code>Owl_nlp_vocabulary</code></a> <span class="synopsis">NLP: Vocabulary module</span></li><li><a href="Owl_optimise/index.html"><code>Owl_optimise</code></a> </li><li><a href="Owl_regression/index.html"><code>Owl_regression</code></a> <span class="synopsis"><code> Regression Module </code> This module implements a set of regression functions. S module provides supports for single precision float numbers whilst D module provides supports for double precision float numbers.</span></li><li><a href="Owl_regression_generic/index.html"><code>Owl_regression_generic</code></a> </li><li><a href="Owl_regression_generic_sig/index.html"><code>Owl_regression_generic_sig</code></a> </li><li><a href="Owl_signal/index.html"><code>Owl_signal</code></a> <span class="synopsis">Signal: Fundamental Signal Processing functions.</span></li><li><a href="Owl_slicing/index.html"><code>Owl_slicing</code></a> </li><li><a href="Owl_slicing_basic/index.html"><code>Owl_slicing_basic</code></a> </li><li><a href="Owl_slicing_fancy/index.html"><code>Owl_slicing_fancy</code></a> </li><li><a href="Owl_stats/index.html"><code>Owl_stats</code></a> <span class="synopsis">Statistics: random number generators, PDF and CDF functions, and hypothesis tests. The module also includes some basic statistical functions such as mean, variance, skew, and etc.</span></li><li><a href="Owl_stats_dist/index.html"><code>Owl_stats_dist</code></a> </li><li><a href="Owl_stats_extend/index.html"><code>Owl_stats_extend</code></a> </li><li><a href="Owl_stats_prng/index.html"><code>Owl_stats_prng</code></a> </li><li><a href="Owl_stats_sampler/index.html"><code>Owl_stats_sampler</code></a> </li></ul></div></body></html>
diff --git a/src/owl/dense/owl_dense_ndarray_generic.mli b/src/owl/dense/owl_dense_ndarray_generic.mli
index 48c2d4ead..17fd8f6c1 100644
--- a/src/owl/dense/owl_dense_ndarray_generic.mli
+++ b/src/owl/dense/owl_dense_ndarray_generic.mli
@@ -2533,8 +2533,8 @@ val create_ : out:('a, 'b) t -> 'a -> unit
 
 val uniform_ : ?a:'a -> ?b:'a -> out:('a, 'b) t -> unit
 (** 
-    [uniform_ ?a ?b ~out] fills the matrix [out] in-place with random values drawn from a uniform distribution over the interval [a, b).
-    If [a] and [b] are not provided, the default interval is [0, 1).
+    [uniform_ ?a ?b ~out] fills the matrix [out] in-place with random values drawn from a uniform distribution over the interval \[a, b\).
+    If [a] and [b] are not provided, the default interval is \[0, 1\).
 *)
 
 val gaussian_ : ?mu:'a -> ?sigma:'a -> out:('a, 'b) t -> unit
diff --git a/src/owl/maths/owl_maths.mli b/src/owl/maths/owl_maths.mli
index 929691736..2640ea96c 100644
--- a/src/owl/maths/owl_maths.mli
+++ b/src/owl/maths/owl_maths.mli
@@ -310,7 +310,7 @@ val gamma : float -> float
   {math \Gamma(z) = \int_0^\infty x^{z-1} e^{-x} dx = (z - 1)!.}
 
 The gamma function is often referred to as the generalized factorial since
-{m z\ gamma(z) = \gamma(z+1)} and {m gamma(n+1) = n!}
+{m z\gamma(z) = \gamma(z+1)} and {m \gamma(n+1) = n!}
 for natural number n.
  *)